{
 "cells": [
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "# Extended DMD with control for chaotic duffing oscillator\n",
    "\n",
    "**Forced duffing oscillator**: \n",
    "This is example adapted from Nathan Kutz's course https://faculty.washington.edu/kutz/am568/am568.html), with dynamics given by:\n",
    "\n",
    "$$\\dot{x}_{1} = x_2,\\\\\n",
    "\\dot{x}_2 = -\\delta x_2 - \\alpha x_1 -\\beta x_1^3 + u$$\n",
    "with damped case $d=0.02,\\alpha=-1, \\beta=1$"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 1,
   "metadata": {},
   "outputs": [],
   "source": [
    "import sys\n",
    "sys.path.append('../src')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "metadata": {},
   "outputs": [],
   "source": [
    "%matplotlib inline\n",
    "import pykoopman as pk\n",
    "from pykoopman.common.examples import forced_duffing, rk4, sine_wave  # required for example system\n",
    "import matplotlib.pyplot as plt\n",
    "import numpy as np\n",
    "import numpy.random as rnd\n",
    "np.random.seed(42)  # for reproducibility\n",
    "\n",
    "import warnings\n",
    "warnings.filterwarnings('ignore')"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Training data: a training dataset is created consisting of 200 trajectories, each trajectory is integrated for 1000 timesteps and forced by a random actuation in the range $[-1,1]$. Each trajectory starts at a random initial condition in the unit box $[-1,1]^2$."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "metadata": {},
   "outputs": [],
   "source": [
    "n_states = 2 # Number of states\n",
    "n_inputs = 1 # Number of control inputs\n",
    "dT = 0.01    # Timestep\n",
    "n_traj = 200  # Number of trajectories\n",
    "n_int = 1000  # Integration length\n",
    "\n",
    "d = 0.02   # chaotic case"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "metadata": {},
   "outputs": [],
   "source": [
    "# Time vector\n",
    "t = np.arange(0, n_int*dT, dT)\n",
    "\n",
    "# Uniform random distributed forcing in [-1, 1]\n",
    "u = 2*rnd.random([n_int, n_traj])-1\n",
    "\n",
    "# Uniform distribution of initial conditions\n",
    "x = 2*rnd.random([n_states, n_traj])-1\n",
    "\n",
    "# Init\n",
    "U = np.zeros((n_inputs, n_int*n_traj))\n",
    "U = u.reshape(1,-1)\n",
    "# Integrate to get data\n",
    "model_fd = forced_duffing(dt=t[1]-t[0], d=d, alpha=-1, beta=1)\n",
    "X,Y = model_fd.collect_data_discrete(x, n_int, u)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "[Text(0, 0.5, '$x_2$'), Text(0.5, 0, '$t$')]"
      ]
     },
     "execution_count": 5,
     "metadata": {},
     "output_type": "execute_result"
    },
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 1200x400 with 2 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "# Visualize first 100 steps of the training data\n",
    "fig, axs = plt.subplots(1, 2, tight_layout=True, figsize=(12, 4))\n",
    "for traj_idx in range(n_traj):\n",
    "    x = X[:, traj_idx::n_traj]\n",
    "    axs[0].plot(t[0:100], x[0, 0:100], 'k',alpha=0.3)\n",
    "    axs[1].plot(t[0:100], x[1, 0:100], 'k',alpha=0.3)\n",
    "axs[0].set(ylabel=r'$x_1$', xlabel=r'$t$')\n",
    "axs[1].set(ylabel=r'$x_2$', xlabel=r'$t$')"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "EDMDc model: The observables (or lifting functions) for the Koopman model are chosen to be the state itself ($\\psi_1 = x_1,\\psi_2=x_2$) (by setting `include_states=True` below, which is also the default) and thin plate radial basis functions with centers selected randomly."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
       "<style>#sk-container-id-1 {color: black;background-color: white;}#sk-container-id-1 pre{padding: 0;}#sk-container-id-1 div.sk-toggleable {background-color: white;}#sk-container-id-1 label.sk-toggleable__label {cursor: pointer;display: block;width: 100%;margin-bottom: 0;padding: 0.3em;box-sizing: border-box;text-align: center;}#sk-container-id-1 label.sk-toggleable__label-arrow:before {content: \"▸\";float: left;margin-right: 0.25em;color: #696969;}#sk-container-id-1 label.sk-toggleable__label-arrow:hover:before {color: black;}#sk-container-id-1 div.sk-estimator:hover label.sk-toggleable__label-arrow:before {color: black;}#sk-container-id-1 div.sk-toggleable__content {max-height: 0;max-width: 0;overflow: hidden;text-align: left;background-color: #f0f8ff;}#sk-container-id-1 div.sk-toggleable__content pre {margin: 0.2em;color: black;border-radius: 0.25em;background-color: #f0f8ff;}#sk-container-id-1 input.sk-toggleable__control:checked~div.sk-toggleable__content {max-height: 200px;max-width: 100%;overflow: auto;}#sk-container-id-1 input.sk-toggleable__control:checked~label.sk-toggleable__label-arrow:before {content: \"▾\";}#sk-container-id-1 div.sk-estimator input.sk-toggleable__control:checked~label.sk-toggleable__label {background-color: #d4ebff;}#sk-container-id-1 div.sk-label input.sk-toggleable__control:checked~label.sk-toggleable__label {background-color: #d4ebff;}#sk-container-id-1 input.sk-hidden--visually {border: 0;clip: rect(1px 1px 1px 1px);clip: rect(1px, 1px, 1px, 1px);height: 1px;margin: -1px;overflow: hidden;padding: 0;position: absolute;width: 1px;}#sk-container-id-1 div.sk-estimator {font-family: monospace;background-color: #f0f8ff;border: 1px dotted black;border-radius: 0.25em;box-sizing: border-box;margin-bottom: 0.5em;}#sk-container-id-1 div.sk-estimator:hover {background-color: #d4ebff;}#sk-container-id-1 div.sk-parallel-item::after {content: \"\";width: 100%;border-bottom: 1px solid gray;flex-grow: 1;}#sk-container-id-1 div.sk-label:hover label.sk-toggleable__label {background-color: #d4ebff;}#sk-container-id-1 div.sk-serial::before {content: \"\";position: absolute;border-left: 1px solid gray;box-sizing: border-box;top: 0;bottom: 0;left: 50%;z-index: 0;}#sk-container-id-1 div.sk-serial {display: flex;flex-direction: column;align-items: center;background-color: white;padding-right: 0.2em;padding-left: 0.2em;position: relative;}#sk-container-id-1 div.sk-item {position: relative;z-index: 1;}#sk-container-id-1 div.sk-parallel {display: flex;align-items: stretch;justify-content: center;background-color: white;position: relative;}#sk-container-id-1 div.sk-item::before, #sk-container-id-1 div.sk-parallel-item::before {content: \"\";position: absolute;border-left: 1px solid gray;box-sizing: border-box;top: 0;bottom: 0;left: 50%;z-index: -1;}#sk-container-id-1 div.sk-parallel-item {display: flex;flex-direction: column;z-index: 1;position: relative;background-color: white;}#sk-container-id-1 div.sk-parallel-item:first-child::after {align-self: flex-end;width: 50%;}#sk-container-id-1 div.sk-parallel-item:last-child::after {align-self: flex-start;width: 50%;}#sk-container-id-1 div.sk-parallel-item:only-child::after {width: 0;}#sk-container-id-1 div.sk-dashed-wrapped {border: 1px dashed gray;margin: 0 0.4em 0.5em 0.4em;box-sizing: border-box;padding-bottom: 0.4em;background-color: white;}#sk-container-id-1 div.sk-label label {font-family: monospace;font-weight: bold;display: inline-block;line-height: 1.2em;}#sk-container-id-1 div.sk-label-container {text-align: center;}#sk-container-id-1 div.sk-container {/* jupyter's `normalize.less` sets `[hidden] { display: none; }` but bootstrap.min.css set `[hidden] { display: none !important; }` so we also need the `!important` here to be able to override the default hidden behavior on the sphinx rendered scikit-learn.org. See: https://github.com/scikit-learn/scikit-learn/issues/21755 */display: inline-block !important;position: relative;}#sk-container-id-1 div.sk-text-repr-fallback {display: none;}</style><div id=\"sk-container-id-1\" class=\"sk-top-container\"><div class=\"sk-text-repr-fallback\"><pre>Koopman(observables=RadialBasisFunction(centers=array([[-0.95376625,  0.11500887, -1.3650419 , -0.60594909],\n",
       "       [-1.17360593,  0.36518006,  1.3439246 , -1.36668175]]),\n",
       "                                        kernel_width=1, n_centers=4,\n",
       "                                        rbf_type=&#x27;thinplate&#x27;),\n",
       "        regressor=EDMDc())</pre><b>In a Jupyter environment, please rerun this cell to show the HTML representation or trust the notebook. <br />On GitHub, the HTML representation is unable to render, please try loading this page with nbviewer.org.</b></div><div class=\"sk-container\" hidden><div class=\"sk-item sk-dashed-wrapped\"><div class=\"sk-label-container\"><div class=\"sk-label sk-toggleable\"><input class=\"sk-toggleable__control sk-hidden--visually\" id=\"sk-estimator-id-1\" type=\"checkbox\" ><label for=\"sk-estimator-id-1\" class=\"sk-toggleable__label sk-toggleable__label-arrow\">Koopman</label><div class=\"sk-toggleable__content\"><pre>Koopman(observables=RadialBasisFunction(centers=array([[-0.95376625,  0.11500887, -1.3650419 , -0.60594909],\n",
       "       [-1.17360593,  0.36518006,  1.3439246 , -1.36668175]]),\n",
       "                                        kernel_width=1, n_centers=4,\n",
       "                                        rbf_type=&#x27;thinplate&#x27;),\n",
       "        regressor=EDMDc())</pre></div></div></div><div class=\"sk-parallel\"><div class=\"sk-parallel-item\"><div class=\"sk-item\"><div class=\"sk-label-container\"><div class=\"sk-label sk-toggleable\"><input class=\"sk-toggleable__control sk-hidden--visually\" id=\"sk-estimator-id-2\" type=\"checkbox\" ><label for=\"sk-estimator-id-2\" class=\"sk-toggleable__label sk-toggleable__label-arrow\">observables: RadialBasisFunction</label><div class=\"sk-toggleable__content\"><pre>RadialBasisFunction(centers=array([[-0.95376625,  0.11500887, -1.3650419 , -0.60594909],\n",
       "       [-1.17360593,  0.36518006,  1.3439246 , -1.36668175]]),\n",
       "                    kernel_width=1, n_centers=4, rbf_type=&#x27;thinplate&#x27;)</pre></div></div></div><div class=\"sk-serial\"><div class=\"sk-item\"><div class=\"sk-estimator sk-toggleable\"><input class=\"sk-toggleable__control sk-hidden--visually\" id=\"sk-estimator-id-3\" type=\"checkbox\" ><label for=\"sk-estimator-id-3\" class=\"sk-toggleable__label sk-toggleable__label-arrow\">RadialBasisFunction</label><div class=\"sk-toggleable__content\"><pre>RadialBasisFunction(centers=array([[-0.95376625,  0.11500887, -1.3650419 , -0.60594909],\n",
       "       [-1.17360593,  0.36518006,  1.3439246 , -1.36668175]]),\n",
       "                    kernel_width=1, n_centers=4, rbf_type=&#x27;thinplate&#x27;)</pre></div></div></div></div></div></div><div class=\"sk-parallel-item\"><div class=\"sk-item\"><div class=\"sk-label-container\"><div class=\"sk-label sk-toggleable\"><input class=\"sk-toggleable__control sk-hidden--visually\" id=\"sk-estimator-id-4\" type=\"checkbox\" ><label for=\"sk-estimator-id-4\" class=\"sk-toggleable__label sk-toggleable__label-arrow\">regressor: EDMDc</label><div class=\"sk-toggleable__content\"><pre>EDMDc()</pre></div></div></div><div class=\"sk-serial\"><div class=\"sk-item\"><div class=\"sk-estimator sk-toggleable\"><input class=\"sk-toggleable__control sk-hidden--visually\" id=\"sk-estimator-id-5\" type=\"checkbox\" ><label for=\"sk-estimator-id-5\" class=\"sk-toggleable__label sk-toggleable__label-arrow\">EDMDc</label><div class=\"sk-toggleable__content\"><pre>EDMDc()</pre></div></div></div></div></div></div></div></div></div></div>"
      ],
      "text/plain": [
       "Koopman(observables=RadialBasisFunction(centers=array([[-0.95376625,  0.11500887, -1.3650419 , -0.60594909],\n",
       "       [-1.17360593,  0.36518006,  1.3439246 , -1.36668175]]),\n",
       "                                        kernel_width=1, n_centers=4,\n",
       "                                        rbf_type='thinplate'),\n",
       "        regressor=EDMDc())"
      ]
     },
     "execution_count": 6,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "EDMDc = pk.regression.EDMDc()\n",
    "\n",
    "centers = np.random.uniform(-1.5,1.5,(2,4))\n",
    "RBF = pk.observables.RadialBasisFunction(\n",
    "    rbf_type=\"thinplate\",\n",
    "    n_centers=centers.shape[1],\n",
    "    centers=centers,\n",
    "    kernel_width=1,\n",
    "    polyharmonic_coeff=1.0,\n",
    "    include_state=True,\n",
    ")\n",
    "\n",
    "model = pk.Koopman(observables=RBF, regressor=EDMDc)\n",
    "model.fit(X.T, y=Y.T, u=U.T)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Compare prediction accuracy of Koopman model on a test trajectory"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "In the following, the trained model is used to perform a multi-step prediction from a given initial condition. The prediction is compared with the true trajectory when integrating the nonlinear system. Moreover, we will use a sine wave as input signal, which mimics the classic chaotic forced duffing oscillator (where cos wave is used.)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 7,
   "metadata": {},
   "outputs": [],
   "source": [
    "n_int = 3000  # Integration length\n",
    "t = np.arange(0, n_int*dT, dT)\n",
    "u = np.array([-sine_wave(step+1) for step in range(n_int)])\n",
    "x = np.array([0.5, -0.5])\n",
    "# x = np.array([[-0.1], [-0.5]])\n",
    "\n",
    "# Integrate nonlinear system\n",
    "\n",
    "\n",
    "Xtrue = np.zeros((n_states, n_int))\n",
    "Xtrue[:, 0] = x\n",
    "Xtrue = model_fd.simulate(Xtrue[:,0:1], n_int, u[:,np.newaxis])"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Predict using Koopman model"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 8,
   "metadata": {},
   "outputs": [],
   "source": [
    "# Multi-step prediction with Koopman/EDMDc model\n",
    "Xkoop = model.simulate(x, u[:, np.newaxis], n_steps=n_int-1)\n",
    "Xkoop = np.vstack([x[np.newaxis,:], Xkoop]) # add initial condition to simulated data for comparison below"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Plot the results"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 14,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "(-2.5, 2.5)"
      ]
     },
     "execution_count": 14,
     "metadata": {},
     "output_type": "execute_result"
    },
    {
     "data": {
      "image/png": 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S7cvKFbbkeZdu50pKSkpWEvHiiy86PS8qVqyInj17OjxutnMb0G9Mnjs3vI4fP47Jkyc7fX2zZs1w4403ei/AHHQ7v13Rrbsmb3h5l/VYRYsWxY8//piv15rt3AaY5FEAs1gsWQXh5MmTUaJECYfnlCtXDt26dXN4nBdz4bkq/K+//nr069cPR48edfraHTt2ID09HXFxcUzyCkC3taF0rdjo0tKR/Vjjxo1z2nshN2Y7VwD/uuFl7RZ2+PBhDBs2zOnrixQpgrNnz+a6TqenFaYsNFvSpOvEK7zh5R26xZsX3cYnFxSTPHKQ/UK87777nHZFyo1uF7PZCn7A9ZdV0aJFsWDBglxfW6FCBZw9e1a7wt8sn7+/jevQLV5XjE7y8huzGctCV0m22a5FwPX50qlTJ/zvf//DiRMnnL72u+++Q3p6OhISErRI8sx2vuQ1Js9sSWleN5DMVhbqNhOrP53bgH69GgqKSR45KEzFxmwFKeBexcZMF7OurR2BdPfaLPHq1pKna8Um+/HdZcakSdcbXs7iDQ8PxwcffJDrayMiInD16lVtykKznS+6tuTpUhYG4ve8Wc4VQL+ysKDyf3aR3/O3u9e6XcyeqCj4kj/d4WNLnnfpdq544oaXWc5tQL+717qeL7rE64q/LYbOsrBwdIs3L7rVCwuKLXnkgEmesXQrTHWL1xW25HmXbucKy0Jj6Xq+6BLvxYsX8cADD+DUqVMO286cOQPAf1ryzHZ+63au5Dx2QV6jS1loxngLikkeOWAXJWMVpkubFSs2uUtKSsJdd92FY8eOOWy7ePEiAH2WUODda+8qzLHMdq4A+k02oOv5oku8a9asyXWpJKuaNWs6fdxs53denz1veBWObvHmRbd6YUExySMH/tpFSbcZ5QKhr74R8f7xxx/45ZdfXD6nbt26Th832/ni7t3rXbt2Yfbs2Q7bK1SogC5duhToXCsI3c4V3eLNi24Vm7zOb1d4vuTNujzItddei/fff99he7FixdC2bVunrzXbdz1b8rxLt3jzoltZWFBM8sgBuygZS7fCVLd4rXdy69Spg2nTpjlsDw8Px3XXXef0tWY7v/P67IsWLQoAWLx4MRYvXuz0OT/99JPTdd68QbdzJeex88OMZUsgjckzgm7nt/VYpUuXxs0335yv15qt5dfdXg3btm3DnDlzHLZXrlwZHTp08Nm5puu5EkhloZniLSgmeeTA35I8XWfXDITC38h4IyMj0b59+3y91myFf153rx9++GEcPnwYSUlJDtu2b9+O+Ph4nD592qsxZsdWamPpVrHR7fMPpHjNdlMgr7LQesNr3rx5mDdvntPnbNiwATfeeKN3AsxB55mG80u3stCM8RYUkzxywDF5xmIXJe/SLV5X8novDRo0wHfffed022233YalS5fys3dBt3jzwrLQu3Q7XzwRr1nOl7zey2OPPYaTJ0/i6tWrDtu2bt2KhIQEpxPQeAtveBlLt7KwoJjkkQN/HZOny8WsW2EaSPGa7XxhJdi7dIs3L5x4xbsYr3HyKgubNWuWa5f1Dh06YN26dfzsXdAt3rzoVi8sKCZ55CCQmuXNeDHrVpjqljTp9vm64on34ku6zhxbEGY7V4DAGpOna1moW7xm+e70RPdHXwqkc9uosvDy5cs4cuSI020JCQkA9LnhVVBM8siBv43JY5LnXYEUr9nOl8K05Fnp8tnzXHFPZmYm4uLinG67cuUKAJaF3sJ4jcPuj96lW1mYnp6OBg0a5NkFV5cbXgXFJI9cKmh3TSMqCtbpoHN7XJeKDbvgeZdu8bqi23thvN6llEKrVq2wY8cOl89z9n5YFhaejudL9mPnh9kqwrzh5V26xXvx4sWsBK9ChQpO465UqRI6dOjg8LgZy8KCYpJHDnRsyevbt2+uE0xYOXsv1sdOnDiBt99+2+nrmjZtih49ehQ+SDfpVpgGYrxmKfxZCfYu3eJNS0vLSvBCQ0Odxl2uXDmns8qa7dwG9Pv8dYu3MMx2vuj22TNe38mtZ0NumOQZaPLkyXj33XcRFxeHpk2bYtKkSWjdurXT586YMQMPPfSQ3WPh4eFISUnxRaja0jHJW7JkicvtRYsWxfXXX+/wePHixQFIkvfSSy85fW1wcDDOnDmDsmXLFj5QN+hWmOoWb85j54fZ7l7r9tkzXu/KfqwLFy4gMjLS7ddaz+2TJ09i9uzZTp/TvHlzNGrUqHBB5oOun78uN5DYkieMOFd0i1fXa7EgjE5KPUmrJG/+/PkYMWIEpkyZgjZt2mDixIno3r07Dhw4gPLlyzt9TVRUFA4cOJD1uxEDbHWjY5JnPd7u3btRuXJlh+1FixZFsWLFHB6/6aabMGrUKBw/ftzpfmfNmoXMzEwkJCQwycuFrvEWhNkKf10rCrrFq8s4lMJ8NuHh4QCAPXv24MEHH3T6nBIlSuDs2bNOy1Jv0HUtsUCK1yytHYH42TPe3BXmWNay++zZs1i/fn3W4/Xr18811zArrZK8Dz74AIMHD85qnZsyZQqWLVuG6dOn59oKExQUhIoVK7p9jNTUVKSmpmb9npiYWLigNVSYJM+oZm5rzCVLlkSpUqXcfl2RIkUwZsyYXLcvXLgQSUlJvMPngq6Fvy4Vd1cC6bNnvHkrTNndrVs3DBw4MNeJClauXImkpCQkJSX5LMkLpJsCjLdw+L3pXbp9bxYm3tBQSY3WrVtn17V99uzZeOCBBzwToI9ok+SlpaVh27ZtGDlyZNZjwcHB6Nq1KzZt2pTr65KSklC9enVYLBa0aNEC48ePd9ndZMKECS4r/YFA55Y8T7fU6laYGtFSHUhfVqzYFI5un72u8WY/vruioqIwY8aMXLfz889bIMXLG16Fw3i9qzDx9ujRA+3atcPZs2ftHs9P93ez0CbJi4+PR2ZmJipUqGD3eIUKFbB//36nr6lfvz6mT5+OJk2aICEhAe+99x5uuOEG7NmzB1WrVnX6mpEjR2LEiBFZvycmJiImJsZzb0QDTPJsmDTlLZDiZcWmcBivdxWm7DYjXT9/xut7vOHlXYEUb0xMjF03TZ1pk+QVRNu2bdG2bdus32+44QY0bNgQn3/+OcaOHev0NeHh4VljEwKVjmOW2JIHu9foFq8u3ThYsSkcjrHyLl8kebp0Xbfi+ZI73vBCgV9TWIF0rugWrz/RJskrW7YsQkJCcObMGbvHz5w54/aYuyJFiqB58+Y4dOiQN0L0GzoW/N6+oHWp2OhWmBoxQ5uO53duWLHxLt3OFW8meUFBQVBKafP563q+6BKvEZ9veno6Ro0ahdjYWIdt1h5dgfC9yXjzxiRPaJPkhYWFoWXLlli9ejV69+4NQL48V69ejWHDhrm1j8zMTPz999/o1auXFyPVn24Xs7Pje3p/uhROjDdvusULAN9++63Tm1Pbtm0DwIqNt+gab/bjewqTvLwxXu9av3493nrrLZfPKcgs2Eb2agiEstvIm6NM8jQyYsQIDBw4ENdddx1at26NiRMn4sqVK1mzbQ4YMABVqlTBhAkTAABvvPEGrr/+etSpUweXLl3Cu+++i2PHjuHRRx818m2Ynm4Fv7crNjmP4W26fv6BEK8RX1Z79uxBv379XD4nIiKiwPs34rMPhIoNb3gVnm6ffyDFa0RZePXqVQBA1apV7eZOsCpatCjuvvvufO9Xt8/eyLJFl3jZkie0SvLuuecenDt3DqNGjUJcXByaNWuGFStWZE3GEhsba1d5uHjxIgYPHoy4uDiUKlUKLVu2xO+//45rrrnGqLegBV0Ln+zH9/T+dCucdIlXt8/X+prZs2dj69atDtsrVaqEd999FyVKlChckNmcP38egMx+2LdvX4ftYWFhGDp0aL73q+tnz4pN7rx5LF1bO3xJt/Nbt/H31mNVqlQJ//vf/7y2f1/Q9VwJhHj9iVZJHgAMGzYs1+6Za9assfv9ww8/xIcffuiDqPyLbnf3WLGx0a0w1S1e6w2l/fv35zqrb7du3dCnT5+CB5hD9orNtGnTPLZf3T573eI1uiwM9BtejDdvnji/ly9fjkuXLjlsr1atGgYMGODR89BbFXfdPnvGmzejGhrMRrskj7xP17t72Y/vKSxM86ZbvDmPnR8vvvgi6tevj+TkZIdtH3zwAQ4cOIDU1FRPhJeFFRvYvYbx5o5loQ3jzf+x86N48eIAJMlbvny50+fUrVsXN9xwQ6Fiy45lIexew3hzx5Y8wSSPHOh6MWc/vqfoVjgx3rwVJt4SJUqgf//+TrfNnz8fBw4c8Np74bnNePPib2UhezV4V2HiffHFF1G8eHGkpKQ4bPv+++8RHx+PixcvFjpGZ/zh3A6kc8XIXg1M8ohy8ETh429dlHxJt8Jf17XPPM1b74V3r2H3GsabO2+WhUbQ9fPX7buzIPHWrVsXH330kdNt27dvR3x8PMtCFwLx3NYlXn9S8BVGyW954o6Nv1RsePc6byz8Ybc/b1VsPI03BPKm67md/fiews8/b4EUryu6loW+xO9572KSJ5jkkQNdL+bsx/fmMbxN188/0LtxsCUvbzy3vYtJng3jzZu3yxZPY1kIu9cwXvePHajYXZMc6HYxs2JjY2S8gXBH0hVWbPIWSOeK0WWhp3nr/Rw6dAibNm1yuu3w4cMAeL54i25li27xuhJI54pu8foTJnnkgHevbbxVOFksFpw4ccLptsuXL9sdOz84hjBv3i78davY+FIgnStM8tzToUMHnDp1yuVzwsLC8r1f3c4XI4c6sCzU61zRLV5/6rGjGyZ5lKvCFD5Hjx7FG2+84fQ5rVq1Qs+ePQsVW17H9/T+PF2Y9uzZE7/88otbx84P3Qp/3eJ1hXev8xZI54q/dVHy1vs5ffo0AKBjx44IDw932F6mTBncdddd+d4vz5e86Va26BavK4F0rugWrz9hkkcOCnNxlChRAgBw7NgxjB492ulzQkNDcf78eURFRRU8yGx0vHu9efNmAHKH2llXpOjoaHTr1i3f+9WtMNUtXld0q9jk3L8vBNK5Yr2u4+PjsWHDBqfPadSoEUqVKlXwAHPw5rni7fN73rx5qFChgkf3nX3/vhBI57crLAvdP1YgnCv+1qtBJ0zyyEFhLuYuXbrgjTfewMmTJ51u//zzz5GRkYErV654JcnT7ctq9+7dqFu3rsf2y8I/b7pVbHLu39P70+Wz162iEBISAgDYuHEjbrrpJqfPqVy5MmJjY7OeW1g6Jnk59+/p/fH8zp23/5a6JHk8V/IWSPH6EyZ55KAwF0d4eDhee+21XLd/+eWXyMzM9OjFrnOS52m6Faa6xesKKzZ5C6RzpVu3bmjXrh3OnDnjsM1iseDw4cM4deoUUlJSULx48ULHCjDJc7Y/Xc4X3eJ1hedK3nRdQqEgrPF+8803WLhwodPn9O3bF7Nnzy7wMXJikieY5JED3SoKvkjyPE3XL1dnWLGB3f6Y5OUukM6VKlWqYP369U63JScnZyV23igLdanY6NjV3pVAOr9dYVmYt0A6V1q2bInQ0FBkZGQgNTXV6XPmzp3LJM8LmOSRAyZ5NvyyyptuX1Y5j+3p/bHVN3eBtBi6K7rdPMq+z0Avu11hWWi/P93KQl/S7VwpTLwdOnTAuXPnsmYOz+7s2bO47rrrtKlj6YZJHjnwRUXBk7xZUXB2DE/uT5cvV1c8MTmFUUtueBJvCOTNeizduih5s6KgS0sek7y8BVLF3RWWhXkLtHOlZMmSKFmypMPjRYoUsdu/pwV6kpf/b1rye7pWbAB9Cn9+WcHuNbrE64purTO6ffa6xetK9v15qyz0NCZ5eeP5Da/sz4plIexeo0u8ruh2ruiGLXnkgHeDbZjk5Y1fVrDbH8+V3Ol2ruQ8tjf2x5Y8+/17Crvg5c3bFeFALwuTk5Nx++234+jRow7bEhMT7Y6dH/50ruQsCz21fyZ5gkkeOdDtbrCz/Xt6f4H+ZeUKKzbO9+/p/elyriil8Omnn2Lfvn0O2w4ePGh37Pzwp3PFW0mes/17ep+6JXm6nC/W1xjRdV2Xz163eLdu3YrVq1e7fE69evXyvV/dzm1XmOR5F5M8csC7wTa6fVnl3L8vMMmD3f50u4Hhaf/88w+GDRvm8jnOxmbkxR/PlezH8ASW3Ta6nS/Wcaq6xOuKbt+b3oo3MzMTAFCjRg3MnTvXYXtYWBiaNWuW7/2yV0PemOQJJnnkQOeKgqfpWnHXpaJgfc0333yDHTt2OGyvWrUqxowZg7CwsMIFmY1uFQXd4rXOoBYVFYVnnnnGYXuRIkVw//3353u/up3bruhYsWGSlzfe8ILd/nQpC3Pu39P7K168OK6//nqP7dcfz5Xsx/AEIxJgM2KSRw5YUbDR7ctKt8K/bNmyAIDt27dj+/btTp/TqVMndOvWreAB5qDbZ69rxaZkyZJ44403PLZf3c5tV3RM8nIew9P70uV6dMUTSd6WLVtQokQJh+01a9ZEmzZtChdgDt6+ealLWch488ayUE9M8sgBkzwbFv55K8x7efXVV1GvXj1cvXrVYdtHH32E2NhYp9sKQ7fPnvHCbn+6nNuu6Fix8XZlKdDPF2tvhS+++AJffPGF0+fs378f9evXL3iAOeh6reoSr66frzO+KAs9iUmeYJJHDpjk2ejSemJlRIFWmPOlTJkyeOKJJ5xuW7hwIWJjYwP+i5d322G3P3+r2OiW5OlSdjs7hrcV5vN/5plnkJSUhNTUVIdtmzdvRnJyMk6dOhXQSZ5u35u6fb6u6FYWOtt/IGKSRw50rih4CyvCudPtvTBe2O0v0ON1RbeKDctuG93Ol3bt2mH58uVOtzVu3Bh79uwJ+GuV8cJuf7qc267oWBbqhIuhkwNdKwq6xJt9fyz8c6drlx9P0+3z1S1eV3SrKOiWNOnY1d4V3c59dsGD3f50+3z96dzOfgxP0K3s9hYmeeRAt4uDSZ6NPxb+gf7ZM17Y7c8fzu3s+9SlYsMkL2+6nvu6xKvb56tbvK74ol6oS1moEyZ55EC3ikLOfXtjn4H+5eqKbl9k3v5sAv1c0e18cIUVGxsmeXnT7dz39vmtS7y6fb7+eG5nP4YnMMkT+U7yLly44I043DZ58mTUqFEDRYsWRZs2bbBlyxaXz1+4cCEaNGiAokWL4tprr8VPP/3ko0j1pWtFQbd4s+/fU/yx8A/0L15d4/U0fzq3s+8zkG946VgWjhs3Do0aNXL6s3DhQrtjewrLFtjtT5d4c+7f0/vzh7KQSZ535XvilbJly6JKlSpo2rSp3U+9evW8/mHOnz8fI0aMwJQpU9CmTRtMnDgR3bt3x4EDB1C+fHmH5//++++47777MGHCBNx6662YM2cOevfuje3bt6Nx48ZejdUf6FhR8DQW/mLz5s1YvHix0/2uX7/e7tiewooC7PanS7w59+/p/flDxSb7PnWr2AR6kvfOO+/g8uXLLp9Tq1Ytjx7TKtDLFsYLu/35Q1no7SQv0OU7yfv777+xc+dO7Nq1C1u3bsXUqVNx4cIFFC1aFI0bN8bmzZu9EScA4IMPPsDgwYPx0EMPAQCmTJmCZcuWYfr06XjppZccnv/RRx+hR48eeP755wEAY8eOxcqVK/HJJ59gypQpTo+RmppqN4VxYmKiF95JwU2dOhUTJkywe6xz586YNm2ax47Bio0N716LgQMH4sCBAy6fExkZ6dFj8osXdvvz5perJ+n2+bqia9miW7zZ9+8p3jpfMjMzAQDffPMNKlWq5LC9VKlSaNq0qUePyWsVdvtjvP5TFrIlz7vyneRZuyU88MADAOSDXLFiBZ566il06dLF4wFapaWlYdu2bRg5cmTWY8HBwejatSs2bdrk9DWbNm3CiBEj7B7r3r07fvjhh1yPM2HCBIwZM8YjMXtDYmIi/v33X7vHpk+fjokTJ3qskq1rRUG3eLPv31O8VfgnJCQAAB544AGUK1fOYXtUVBSGDBni0WOyYgO7/XHcjOxv27ZteOaZZ5w+5+abb8att97qsWPqWrboFm/2/XuKt6/Htm3bombNmh7dd27Ytdr5/j1Nt7KQSV7+9h+ICr1OXlBQEHr27InZs2dj6tSpnojJqfj4eGRmZqJChQp2j1eoUAH79+93+pq4uDinz4+Li8v1OCNHjrRLDBMTExETE1OIyD3rgQceQPv27QEA6enpaNeuHQDAYrF47Bi6VhS8Ga8n6VyxeeGFF9CkSROP7js3uiVNrIjBbn+e/nxLliwJADh06BA+/vhjp8/58ssvkZSU5LFjsyy0YVkIu/35svKo23vRtSz0NG/He+LECaxevdrpc1q2bJlVZnqCbkkeW/KExxZDv/7663Hfffd5aneGCQ8PR3h4uNFh5KpSpUpZXUTS0tKyHtelL7NuFZucx/D0vnT7cmXFJneMF3b783S8ffv2xYULFxAfH++wLTk5GR9++CGSk5OhlAr4JM8bdGud0e38dkW398J4Ybc/T8cbEhICAFi+fDmWL1/u9DmNGzfG33//7bFjctiAnvKd5JUoUQLXXnstmjZtiiZNmqBp06Zo0KABtm7dmudg5MIoW7YsQkJCcObMGbvHz5w5g4oVKzp9TcWKFfP1fN3oeAdEtySPFTHY7Y8Vm9wxXtjtz9PxRkREYPjw4U63xcfH48MPP7Q7vifodq2yLLTxp8qjbtcq44Xd/jwdb58+ffDTTz/h4sWLDtvS0tLwzz//4OjRox49Jlvy9JTvJO/bb7/Fzp07sXPnTnz00Uc4fPhw1p3TsWPHeiNGAEBYWBhatmyJ1atXo3fv3gCki+Lq1asxbNgwp69p27YtVq9ebVcxWLlyJdq2beu1OH1J54tDl3g5DgV2+zOiwNTlvXj7s+G5kjsdx3UwyWNZ6C7d3otuCbZun2/9+vWxbt06p9uOHj2KWrVqafNedK7H6iDfSV6PHj3Qo0ePrN+Tk5Nx9OhRlClTxustZCNGjMDAgQNx3XXXoXXr1pg4cSKuXLmSNdvmgAEDUKVKlazZJ5955hl06NAB77//Pm655RbMmzcPf/75p1fHDvqSjhcHKzas2LhL1/eiS7y6fr7OsCyE3b50izf7/j3FH89v3d6LLvHq+vk6o9t70bHs1kmhx+RFRESgUaNGnoglT/fccw/OnTuHUaNGIS4uDs2aNcOKFSuyJleJjY1FcLBtffcbbrgBc+bMwauvvoqXX34ZdevWxQ8//OA3a+TpeHF4c1yHLvGyYuMejgGC3f4CPV5XdC4LvUG3Xhje5E/nty7vhfHCbn86nSuZmZlITk52ePzq1at2+/cUHctunXhs4hVfGTZsWK7dM9esWePwWL9+/dCvXz8vR2UMHS8Ob+xT13Ez2fdvdjp+WeXG20mjLhUF3eJ1ReeykPHqE2/2/flDWZhz/57eny6fvW7xulKY95KQkIDGjRvjxIkTee7fG3QpW3SiXZJHNqzYwG5fusTrbP+e3l+gf1m5wooC7PanS7yuFKYsVErhmWeewa5duxy2nT9/3mH/nhbIZaFu8WbfH8vC3DFe2O1Pl3Nl3759LhO84OBgdOvWrcCxOePtemygY5LnJwpyQq9evRrbt293ePzw4cMA9Pni1a2iwO6a7tHtvTBe2O1PlyTv0KFDmDRpksvnVK1atUBxucKyUL94s++PZWHueHMUdvvT5VyxvqZGjRrYt2+fw/bg4GCEhYUVLsAcvJXkOdt/IGKSp7mgoCAopfJ9cSQkJKBHjx7IyMjI9TkRERGFDc+BrhUFT/JFkjdu3DhMmTLFYXuNGjUwd+5cFCtWLF/71e3LyhXdKja6VJSsdEvy0tPTAcjyQF999ZXD9pCQEHTu3LlwATrh7RtInubNslCnJC/n/n1B17JFl3i9RbfvTetrQkJCULRoUY/GlRsde6TphEme5qxJnsViydfrLl++jIyMDAQFBWHAgAEO24ODgzFw4EBPhZlF1yRPl5a8mjVrAgBOnjyJkydPOmzftWsXNm3alO9Kq25fVq7omuR5Oykz6/7cUdjumgBQtGhR9O3b16NxucKy0Dfxzp8/H3v27HHYXq9ePQwaNChf+zRqPLVuZQvjdb5/X/BEkmdUYqRL2aITJnmaK+gFbX1+kSJFMGPGDE+HlSvdKgo5j+HpfXk65gkTJuD2229Hamqqw7bHH38cR44cQWZmZr73yyQvb7pVFHT7fF3xRJLn68qAbmWhbvFGRkYCAJYsWYIlS5Y4fc7111+PBg0auL1PJnnuYbyw258u54qRZaE/fPZmxCRPc4VN8lixcU23lrwiRYqgffv2TrdZKz26FP66ffHq1v1Rt8/XlcIkedZeECwLXfPmTQxvxDt+/HjUrl07qztudtOnT8fly5eRkJCQr30yyXMPy0LY7U+Xc8XoJE+XslAnTPI0Z10XUJckL+fxPbkvXSo2Ro0rsJ4r+e3aC+j3ZeUKKwqw258u8briiZa87Gus+oJuSV7OY5htXzk1aNAA7777rtNtixcvxuXLlwt8rgAsC11hvLDbny7nCm/++x/ffquRx7Elz3Hf3tinLi15ruhW+Ov6xatLvLp+vs6wu6bzfXtjn/5QESvs92b2ffiCrteqLvHq+vk6U5hj6XY9usIkTzDJ01xBLw5/7KLkDUzyYPcaXb6sXGFFAXb702UMobvHCuQkT9deDbp89kaV3c6O78n96VK2MN68sSyE3b4CPcljd03NFfbLil2UXPPHirBuSZ4un71uFQXd4nWFFRvY7UuXstCoz76gXdd1vEGXmZmJo0ePOt126dIlu/17im5li27xupKzLMzPsf2pLCTBJE9zunbX9CRdKzbZ9+8LTPJgt79AryjoFq8rOid5nqRrrwZdKpU6lt233HILfv75Z7f27ym8QQev7M8dOpeF/lC2mA2TPM3pmuTpcjF7uyKmS0VBtyTvvffew6RJk5y+1nr32tN0qygwybN/vlGVAZaF+nwP6Vh2b9u2DQBQvHhxhISEOGyPjo5Gr169ChdgDiwLYbc/loX5O74n98Ukj7TGJI8tee4KpCTv888/R2xsrMvn5Gd9LHfofPc6t5gLckxWbNzDslC/z17nsnvLli245pprPBpXbnRLmrz1t2RZ6B5/KlvMhkme5pjk+ea9MMnTK8mzLvg+bdo0NGnSxGF7iRIlUL9+/cIFmIOuFZsZM2ZgxowZTp9z7733Yu7cufnaLys27tGtLNQtXlcCMcnTJV5XvP1edIvXGZaFsNsXkzzSGpM8fSs2vhZIFQXraxo1aoTrrrvOo3HlRre7wa1bt0ZYWBjS0tJyfc6iRYvyvV9WbNyjW1mY8xie3Jcunz2TPPfoVhZa97dw4UJs377d6XP69++PIUOG5Gu/Rn/2LAuZ5DHJ0xyTPH2TPJ0+e12TPF3idcVb76Vjx464cOECkpOTHbadPHkSzZs31+6zz358d/njcjK6lIU59+0rTPK8S7eysGrVqgCAU6dO4dSpU06fc/jwYb9P8owuCz2JSZ5gkqc53ZK8nMf3JF0qNkZ99gWdNhzQr6Jg5PmtS8UGkMkYihcv7vB4amqq3bHzw8ibGK7GF+ZGx5suudEtydOtLDQ6ySsI63v09XJJgD5l4eDBg1G3bl0kJCQ4bIuNjcWIESOQnp5e4P3rkuRZn8+ltfwHkzzNFfTiMKrg1+1iZndN5/vwBd2SPN3uXrviic/e15jkOe7bG/sM5LLQ6CSPZaF33ktoaCi6du3qdNvevXsB6HdzNPvx3cWy0P/4/tYOeZRuLXm6VRR0S0pd0a1i4+z47jLiJoZuFRtXrMfSpWKT/Xi8e61fkqfbuZJ9H77AJA92+9PlvTDJc48/lS1mw5Y8zTHJ069ik3PfvsKKjXf5U8XGmvDo8tlnPx7LQu/Qrex2hWWhd3nzezP7/n1B188++/Hdpdv1mJGRgb59+2L37t0O25KSkjwSm+6Y5GmOFRvfJHmepNtnz4qNe1ixgd1rdDu/dYkXAN5//31s3brV4fG4uDi7fXsSy0I9y0IjJtPwxxteuvRqCKQkb//+/fjxxx9dPqdevXoFjssfMMnTnK4Vm4JYu3YtNm/e7PC4ddFrXVryjP7sA6Fi409JnhHjlnJWFPLzOep6futSFsbFxeG5555z+Zxy5coVaN+usCzUuyz0p67rvqTr91D247tLt+vRuh5u6dKlsXTpUoftoaGhaN68eeED1BiTPM3pWrHJb7xXr15Fjx49kJKSkutzIiIiChWbK8899xzGjBnj8HidOnWwePFiFC1a1O196fbZ61ix4Zi8wsn+uTHJ846CxmstA4sUKYL333/fYXtwcDBuvfXWwgeYCyZ59vvwBV0TDX8oC3X97LMf3126Xo/h4eFo27atx+PyB0zyNBcoFZvk5OSsys3AgQMd4g4KCsL999/vmSCzqV+/PlasWIH4+HjEx8c7bD969Ch27NiRrwJGt8+eFRv3+GPFJvvx3aXr+e3reHMe313WGxjh4eF46qmnvBGSU9bPZ8KECZg5c6bD9saNG2Ps2LFa3RDQbQkFloV6vReW3fmjW7w6YJKnOd0qNgWNN/uX8VdffeWzuD/44AMMHDgQaWlpDtv69euH48ePZ3UZcJdun73RFZuCMPrL1ZOMfi/+XrYwXvdUqFABAJyOBQSAH3/8EQMGDMjXGBij3ktBJxYyuizUMdHwJI7Jy1sgld1GrgGpCyZ5mtOtopDz+AV5vq8L+Nz6dBcrVgyAPp897177hj/dvc5+fHcZfX4XtKKgW7y+rth89tlnuO2225CRkeGw7bnnnkNiYqLL7vTO6Hau6FgWsut64ej2PaRz2Z1fRtdjdaBNknfhwgU89dRTWLJkCYKDg3HXXXfho48+QokSJXJ9TceOHbF27Vq7xx577DFMmTLF2+H6jG4VBU+05JlFQe/w8e61ezxRsdElXleMHpNX0GtPt4o743WtQoUKeOihh5xuGz16NBITEwt87uv22RtFl0Qj57E9vT9dynUjzhedkzxd6rE60SbJe+CBB3D69GmsXLkS6enpeOihhzBkyBDMmTPH5esGDx6MN954I+t3b07OYQTdKgqFjddMF3OgffbZ9+ELnvhy5d3rggmkioJu8RrV8uiKJ3oJ+FKgnCvZX6NL2e0Ku2vmjWU3ZadFkrdv3z6sWLECW7duxXXXXQcAmDRpEnr16oX33nsPlStXzvW1ERERqFixotvHSk1NRWpqatbviYmJBQ/cB3S7OHSL15XCFP5GCMQkT5d487N/X2BFwfv86YZXYXsJ6PbZ6xJv9tewLCzcsXT77LMf3126nd9mrBeajXm+JVzYtGkTSpYsmZXgAUDXrl0RHBzsdN207L755huULVsWjRs3xsiRI5GcnOzy+RMmTEB0dHTWT0xMjEfeg7fodnH4U7N8oHz2TPLc4093r1lR8D5/asnTret6oJwrOpbdr776KqKjoxEVFeXwY10yRJf3knMfvhBIZbcZ64Vmo0VLXlxcHMqXL2/3WGhoKEqXLo24uLhcX3f//fejevXqqFy5Mv766y+8+OKLOHDgAL7//vtcXzNy5EiMGDEi6/fExERTJ3qB9mXFik3BBVJFQbckb9q0aZg4caLTc+ncuXOFji2/CjMmT9fzW5fxyWZsydOtXA+0eAF9uq7Pnj07zx5UzZo1K0hYBaLb95Cz47tLt7kajP58dWBokvfSSy/h7bffdvmcffv2FXj/Q4YMyfr/tddei0qVKqFLly44fPgwateu7fQ14eHhCA8PL/AxfU23i8Of7tgEymevY5Jn5Ixy8fHx+Ouvv5w+p0GDBggLC3N4fNKkSdi9e7fL/deqVavwQbrJE3eDfS1Qrke25BWebvEGYtm9aNEiXHvttQ7bixcvnq8hOIWl25g86/GUUgFTFpqpXmg2hiZ5zz77LAYNGuTyObVq1ULFihVx9uxZu8czMjJw4cKFfF3sbdq0AQAcOnQo1yRPN7pWbPLLjHdsWFHwLt3uoFrPh/nz52P+/PlOn3PTTTdh3bp1Do9bp6V///33nS7ZERERgVatWnkwWtcCqcuPrvGaqWITaJ+9bvFm34cvWI91+fJlnD592un2ChUqOI3J+n1arVo1U9TTdPsesh4vEJI8M9YLzcbQJK9cuXIoV65cns9r27YtLl26hG3btqFly5YAgF9//RUWiyUrcXPHzp07AQCVKlUqULxmpNvF4U93bALlsze6oqDLl+utt96KuXPnIiEhwWFbRkYG4uPjc22ts57fLVu2RIcOHbwapzuY5Hkfb3gZ/9nrdq7oVnZPnjwZkydPdvqc++67z+ns6Gb7rs9ZFubnc9T1fGG8/sMcV1EeGjZsiB49emDw4MHYsmULNm7ciGHDhuHee+/Nmlnz5MmTaNCgAbZs2QIAOHz4MMaOHYtt27bh33//xeLFizFgwAC0b98eTZo0MfLteJRuXX786WIOtIpN9n34gm5JXsuWLbF//36cPn3a4ef3338HkPu5YrYueIE4Jk+XeM1WCQYC57PXNd7s+/CF7t27o2TJkggJCXH4sZ631jIxJ7N912e/zgLlfNElXjOWhWajzSfzzTffoEGDBujSpQt69eqFdu3aYerUqVnb09PTceDAgazZM8PCwrBq1Sp069YNDRo0wLPPPou77roLS5YsMeoteIWuXX784WLWrSAtbFIK6JPkme18sb6X3D57o6/HnAKpJc/oBFuXz9eVQLvhpUu82f8evixbunfvjosXLyIjI8Phx3ojPq8bXiwLCy6v75vcGB1vfpmxLDQbLWbXBIDSpUu7XPi8Ro0adhdgTEwM1q5d64vQDBUoX1ZmvJh1LUh1uRusW0ueK3mtI8aKTeHpVrbompQ6U9CyMOfrfSVQzhWjym5X8jpXWBYWnm7nd87ju8ts54oZ8ZPRnG4Xsz81ywfaAsDZ9+EL/pjk6VixCZSbGLrFa5ZzBQi8slC3eLPvw2gsC72P1yNZadOSR87pdnHoFq8rgXb3Ovs+fIFJnnF499r7AqUlTymFBx54AOvXr3fYlpqa6vXYnAm07qXZ92G0vD57s5bdgP+XLYzX/zDJ05xuF4f1eKtWrXI6C2H9+vVx0003OTxutkowkPfdsiFDhmD58uUOj6enp3s1rtzoWlEozJg8sxT+TPK8T9ey0N9b8s6dO4e5c+e6fH3Dhg29ElduAuVcyV7emK0sZNd17wm089ss54oZMcnTnG4Xc9GiRQEAU6dOtZs4xyooKAixsbGoWrWq3eNmvGPj6u51SkoKvvjiC5ev161i42uF+VubrSKs291rQGJRimsteYv1eEuWLMHhw4cdtl977bUub3iZ7VwBnJ/fmZmZWc/5888/nb62cePG3g3QyTEB/c6VwpTdupSFZqu4M8nzPt3i1QmTPM3pdnG88sorKFGiRNbiz9n98ssvSElJwdmzZx2SPDNWbFzdkbRWbABgw4YNKFasmN32oKAgNGrUyLsB5qDbuVKY7po592E03So2gMSSmZkZMF3ajLrhlds6YiEhIYiLi0PZsmXtHjfbDQzAdVloPX9CQkLQokULn8aVG93OFV17YTijW1nI5WS8z3q8b775Bhs3bnTY3qpVK6frx5rtXDEjJnma0+1ibt++Pdq3b+90W/Xq1REbG2uXIFmZsWLj6rPP/h5atmyZVaEzkm7nCis2xgq088XX8Y4bNw5Tp051Wt798MMPyMjIwMWLFx2SPDPe8HKnJS8kJMSnMblS2BtIRp3b+aVjWWi21pnCtOQZRbeyMCIiAkDuN7zCw8MRHx+PEiVK2D1utnPFjJjkac6fBu9bKwG5Dd4HzBWvqy8ro9YnckW3gt+fkrycFYWccTHJKzzdxrh17twZnTt3drqtVKlSuHTpkssbXmY5twH3WvJ4bhecP5WFut3wYndN7/vggw8we/Zsp/HOmjULqampSEpKYpJXAEzyNKdbxcYVayzOKjZmK/gB91vyzBKzq7vtruj2RWXGBDtnl5+crRq6nd/5eb2v6FaxccV6fujWq8HVDS9/aMljWVh4Oid5gfLd6et4u3btiq5duzrdNmfOHGRkZLgsW8xyrpgRkzzN6fZl5Yq/tuSZpXITaGvnZN+H0fJK8nQ7v10xeqKe/MarW68GM8brzvhkM1XEdFtCIefxC/J8s5wvuiV5eS2hMGfOHHz22WdO38/x48cB6PfdaZbPHnB989/o61EHTPI0549Jnr+15JnlM9btXPHnJC8n3c7vqVOn4s0333R6rV6+fNnu9b6i2/ntijsVGzOeK/5wbrvCsrDw/G1M3oQJE7B7926X+8g5kZy36XZ+u6JbvdBsmORpzp8uZleFv27xsotS4VmPt2LFCly6dMnp9n79+jl08zBzxQbwj3FL06dPR2xsrMvXX3PNNV6JKze6nd+uuFOxMVO8rspCf5p4xeiyMBCSPLOVhXkleampqQCA8ePHO10WKSIiAp06dfJegE7odn674k7XdTPFazZM8jQXKBez2Qp+wL2WPF3idcWoc6VUqVIAgL///ht///230+f89ttv+Oeff+weM/M4FMA/WjvS09MBAJMmTcINN9zgsL1o0aLarQNpxrLQ1Q0vXc4V3c5tV4xO8r744gv8/PPPDtuDg4Px+OOP4/7777d73IyzQeZ1M9ds53deZbd1OajOnTujTZs2PovLFd3Ob1eY5BUOkzzN+dPFzJY879LtXBk6dChKlCiR1f0vu7i4OHzyySdOt5n57jWgT5Ln6vy2VmwaNGjAtc+8wJ9a8sx4but2rsTExACQMV7WcV45XbhwwSHJM+Nn7873fPbnGS2vljy2VHuXbhPymQ2TPM3508XMljzv0u1cKVmyJJ5++mmn2/bu3YtPPvkkq0UpOzMmeXnN0GbGirur88Wa5LFi4x26TTbgzsQrPFcK7oUXXkCrVq2QnJzssG3//v14+eWXkZKS4rDNzOdKXkmeWWLOK8mzloWhoeapTut2frui24R8ZmOes5IKxJ8uZl0rNmzJ8z3rF6r1CzY7M1YU8mrJM1sXJcC9JI8VG+9wZ3ZNM54rusWry7kSFhaG7t27O922ZcsWAK7LQjOd2znHJ+d2A8xs54tSymWvBn7Xe4duN//Nxjzf0FQghV0PxUwXh64VG39pyUtPT3faFcg6wYaZCv4iRYoAcF6xMWNFQcfumq4q7tbzm0med+g2DsWdxdDNWAnObfKPJ554AitXrnR43DrJhpk+e2tZ6KpXg5nidbWcjBnLbsCW5Ln6rmdZ6B26lYVmY56zkgrEenI/++yzGDdunMP2pk2b4rPPPnO4CMx4cbAlz7vyKvjbtm2Lbdu25fl6M7B+oerSXVPHJM9Vxd2MLXnWeC9evIhz5845bC9VqpTTeM1ctuhy99qdGwJmitfVuZ2YmIgpU6a4fH3dunW9EldBuFMWmvHcBvRK8gB9ykImeWRlnrOSCqRatWrYunUrDhw44HT7H3/8geHDh6NBgwZ2j5vx4mBLnne5qoilp6dnJXjFixd3el48+OCD3g0wH1y15JkxyXN3TJ4ZzxfdKjZ33HGH0+316tXD33//jbCwMLvHdSsLzRivOy15upzb1nFvQUFB2LBhg8PnHBQUhKZNm3o/SDe5askz42fv6oaXGctuwL3vejPe0F2wYAE2bdrksL1Vq1Zo2bKlw+NmLlt0ueFlNub5hqYCmTFjBh566CGnF8DgwYNx9uxZJCYmOmzT7WI2c7y6tOS5qohduXIl6//nz59HeHi4z+IqCGtyYbFYYLFYcl2HziznS1BQkMtxHbpOvGKmJO+OO+7AgQMHcr17/c8//+DEiROoVauW3eNmrCi4c/faTPG605JnprLQ1bl99epVAECxYsWcLg9iNu7c8DJTueIqyTNrS547Mw2bqSwsWrQoAFm7z5kSJUrg3LlzWc+zMuP5wpa8wjHPWUkFUqJECdxyyy1Ot7388ss4e/asy2nmzXRxuNOSZ6Z4/WltKGuSFxoa6tDSYUbZv1AzMjLsYjZjkgfIuZCZmanNxCu6VWzeeustvPXWW063Va1aFSdPnsTFixcdtpmxLHTn7rUZ4/WHVursSZ4OdB+Tl51Zkzzdbni99957mDNnjtN4lyxZgqSkJJw6dcrhhpcZzxfdeniZjXnOSvK4yMhIANAuydPl7rWrio1ud6+tSV5uXTXNxlqxARyTPLNWFKxJXs7P34xrQwH6VWxcKVmyJE6ePIklS5bg6NGjdtus3ZTNdN7rdvfan254McnzLn9L8sz4XX/nnXfizjvvdLqtdu3aOHLkCFq3bm33PQoASUlJAMx1vuhWFpqNHt/QVCAlSpQAIGvsvPPOO3bb4uPjAZjr4tBtMXRdKza//fabQ8xnzpwBIEmeDrInFzkrN2ZtycutS5uOFRvdkryyZcsCAMaMGZPrc3JWeIyk291rf7rhpVuS507XdTOVgzqOycvt/LZYLFkx61IWtm3bFkeOHMH58+dzfU7jxo19GJFr7iyhYKZzxWz0OCupQOrWrYtVq1bh4MGDOHjwoNPnxMTE+Diq3Om2HopuFRtr0r9u3TqsW7fO6XOslWGzy9mSl52OFYWczzEDf0ryXnrpJYSEhDgdtwTIOmRPPfWUj6PKnW7jk3W94fX888/jpZdesttmjVeXJM+dXg1m+uz9qSUve3lipu96V2bOnImRI0c6LVsAOe/r1Knj46hy505ZaKZzxWz0+IamAnn//fdx2223IS0tzen20NBQdOzY0bdBucCWPO96+umnAdhPspJdUFAQ7r33Xl+GVGDBwcFZE5m4SvLMRLckT7cxea706NEDPXr0MDoMt/nTDS8zTkLVtm1bfP31107LD6ubbrrJx1EVTPYkLz093en4ZDN9b/pTkpf9+tSlLAwJCUGjRo2MDsNt7K5ZOHqclVQgxYoVQ8+ePY0Ow23+VLExY0telSpV8PbbbxsdhscUKVIEaWlpWL58OcqUKZP1uHVyDTOdK0Du54tZWx5zq9gopUx5fvsT3ZZQ0G05mSeeeAJ333131uLmOYWEhKBChQo+jqpgsid5/fr1s/vdjGOsXC0nk/13M8bsqiVPlyRPN7rVC81Gm7PyzTffxLJly7Bz506EhYXh0qVLeb5GKYXRo0fjiy++wKVLl3DjjTfis88+M9VCpmTDLkqUH+Hh4UhLS8NDDz3kdLvZvnR1a8mznt+DBw/OmsQJsD/fzfYZ+wvd1obSbXZNAHY3hnRWpEgRlC1bFvHx8Vi+fLnT55gpYXW1nIwZv+cB27k7e/ZslC9fPutx6/hNgDe8vEW3G15mo803dFpaGvr164e2bdti2rRpbr3mnXfewccff4yZM2eiZs2aeO2119C9e3fs3bvXYX0QMh4nG6D8eP311zF//vxct/fp08eH0eRNtySvatWqOH78OHbs2OF0e8mSJbPGeZJnWcuNxMREh2UfzNw6o8vsg/4kKCgIa9euxe+//57rczp16uTDiPKW23IyZvyeB2TduYSEhFwnbipSpAjPby+xfq6bN292OC/++usvAOYqC81GmyTPenHNmDHDrecrpTBx4kS8+uqruOOOOwAAs2bNQoUKFfDDDz9oM/YokFgv4Ndeew3vvfee3TbrODIzXczWWCZPnowffvjBbpu1pdlsX1b+ZMSIERgxYoTRYbjNei6cO3cOpUqVyno8+xInZjpffvzxR6xduzbXMY7NmzfXYk1FHVkrNkOHDsXQoUOdPsdMZaH1vP3666+zlqSw+vfff+2eQ553zTXX4JprrjE6DLdZk7zjx4/bzY58+vTprO1m8vHHH2PhwoW5bu/Zs6fpYvYX1u7Hb775Zq7PYY+S3PntJ3P06FHExcWha9euWY9FR0ejTZs22LRpU65JXmpqql0//cTERK/HSqJBgwYAgAsXLuDChQtOn1OvXj1fhuRStWrVAACxsbGIjY11+RwiayXA1YQOZqq4lytXDn379jU6jIDUs2dP/PLLL7nOgBcSEmKq8dalS5cGAPz++++5tihZn0NkLQvbtGnjdLuZykEAuPvuu3H33XcbHUZAGj58ONLS0nKdICk8PByPP/64j6PSh98meXFxcQAc+6JXqFAha5szEyZMcLmWEnnP66+/jj59+iAlJcXp9pCQEDRv3tzHUeXulVdewY033mjXLz+74OBgtG/f3sdRkVndeeedmDp1aq7bb7nlFraMEQDgqaeewtChQ3NtRQ0KCjJV97AxY8agfv36uU5kEhoain79+vk4KjKr++67D3PnznW5nQiQYRdmG3qhkyBl4HzjL730Up6z/e3bty+rhQeQ7prDhw/Pc+KV33//HTfeeCNOnTqFSpUqZT1+9913IygoKNexPM5a8mJiYpCQkICoqCg33hUREREREZHnJSYmIjo6Os/cxNCWvGeffRaDBg1y+ZxatWoVaN8VK1YEAJw5c8YuyTtz5gyaNWuW6+vCw8MRHh5eoGMSEREREREZzdAkr1y5cihXrpxX9l2zZk1UrFgRq1evzkrqEhMTsXnzZjzxxBNeOSYREREREZHRtJkOKDY2Fjt37kRsbCwyMzOxc+dO7Ny5M2s6aUAm7li0aBEAGbMwfPhwjBs3DosXL8bff/+NAQMGoHLlyujdu7dB74KIiIiIiMi7tJl4ZdSoUZg5c2bW79YJOH777Td07NgRAHDgwAEkJCRkPeeFF17AlStXMGTIEFy6dAnt2rXDihUruEYeERERERH5LUMnXtFBQkICSpYsiePHj3PiFSIiIiIiMox1UshLly4hOjo61+dp05JnFOtCxTExMQZHQkREREREJDmKqySPLXl5sFgsOHXqFCIjI02zQKc1g2fron/j3zkw8O8cOPi3Dgz8OwcG/p0Dh9n+1kopXL58GZUrV0ZwcO7Tq7AlLw/BwcGoWrWq0WE4FRUVZYqTjbyLf+fAwL9z4ODfOjDw7xwY+HcOHGb6W7tqwbPSZnZNIiIiIiIiyhuTPCIiIiIiIj/CJE9D4eHhGD16NMLDw40OhbyIf+fAwL9z4ODfOjDw7xwY+HcOHLr+rTnxChERERERkR9hSx4REREREZEfYZJHRERERETkR5jkERERERER+REmeURERERERH6ESR4REREREZEfYZJHRERERETkR5jkERERERER+REmeURERERERH6ESR4REREREZEfYZJHRERERETkR5jkERERERER+REmeURERERERH4k1OgAzM5iseDUqVOIjIxEUFCQ0eEQEREREVGAUkrh8uXLqFy5MoKDc2+vY5KXh1OnTiEmJsboMIiIiIiIiAAAx48fR9WqVXPdziQvD5GRkQDkg4yKijI4GiIiIiIiClSJiYmIiYnJylFywyQvD9YumlFRUUzyiIiIiIjIcHkNI+PEK0RERERERH6ESR4REREREZEfYZJHRERERETkRzgmz0MyMzORnp5udBgBq0iRIggJCTE6DCIiIiIiwzHJKySlFOLi4nDp0iWjQwl4JUuWRMWKFbmeIREREREFNCZ5hWRN8MqXL4+IiAgmGAZQSiE5ORlnz54FAFSqVMngiIiIiIiIjMMkrxAyMzOzErwyZcoYHU5AK1asGADg7NmzKF++PLtuEhEREVHA4sQrhWAdgxcREWFwJATY/g4cG0lEREREgYxJngewi6Y58O9ARERERMQkj4iIiIiIyK/4dZI3YcIEtGrVCpGRkShfvjx69+6NAwcOGB0WERERERGR1/h1krd27Vo8+eST+OOPP7By5Uqkp6ejW7duuHLlitGhEREREREReYVfz665YsUKu99nzJiB8uXLY9u2bWjfvr3T16SmpiI1NTXr98TERK/G6Gt5jVsbPXo0Xn/9dd8EQ0REREREHufXSV5OCQkJAIDSpUvn+pwJEyZgzJgxvgrJ506fPp31//nz52PUqFF2XVhLlCiR9X+lFDIzMxEaGlCnCRERERGR1vy6u2Z2FosFw4cPx4033ojGjRvn+ryRI0ciISEh6+f48eNuH0Mp4MoVY36Uci/GihUrZv1ER0cjKCgo6/f9+/cjMjISy5cvR8uWLREeHo4NGzZg0KBB6N27t91+hg8fjo4dO9p9vhMmTEDNmjVRrFgxNG3aFN9++63bnx0REREREXlGwDTRPPnkk9i9ezc2bNjg8nnh4eEIDw8v0DGSk4FsDWE+lZQEFC/umX299NJLeO+991CrVi2UKlXKrddMmDABs2fPxpQpU1C3bl2sW7cO/fv3R7ly5dChQwfPBEZERERERHkKiCRv2LBhWLp0KdatW4eqVasaHY7pvfHGG7j55pvdfn5qairGjx+PVatWoW3btgCAWrVqYcOGDfj888+Z5BERERER+ZBfJ3lKKTz11FNYtGgR1qxZg5o1a3r1eBER0qJmhIgIz+3ruuuuy9fzDx06hOTkZIfEMC0tDc2bN/dcYERERERElCe/TvKefPJJzJkzBz/++CMiIyMRFxcHAIiOjkaxYsU8frygIM91mTRS8RxvIjg4GCrHoL/09PSs/yf9l9kuW7YMVapUsXteQbu+EhERERFRwfh1kvfZZ58BgN0EIQDw1VdfYdCgQb4PSFPlypXD7t277R7buXMnihQpAgC45pprEB4ejtjYWHbNJCIiIiIymF8neTlbn6hgOnfujHfffRezZs1C27ZtMXv2bOzevTurK2ZkZCSee+45/O9//4PFYkG7du2QkJCAjRs3IioqCgMHDjT4HRARERERBQ6/TvLIM7p3747XXnsNL7zwAlJSUvDwww9jwIAB+Pvvv7OeM3bsWJQrVw4TJkzAkSNHULJkSbRo0QIvv/yygZETEREREQWeIMXmLpcSExMRHR2NhIQEREVF2W1LSUnB0aNHUbNmTRQtWtSgCMmKfw8iIiIi8meucpPsAmYxdCIiIiIiokDAJI+IiIiIiMiPMMkjIiIiIiLyI5x4hYgcpKYCy5cDa9YAZ87I+o9NmgB33AFUr250dERERETkCpM8IsqiFPDVV8BrrwGnTjluf+YZoFcvYMwY4LrrfB8fERER+a+0NOCff4CLF4HSpYG6dYGwMKOj0hOTPCICAFy6BDz4ILB0qfxeqRJw551AnTqybc0aYP164KefpJVv2DBgwgRp5SMiIiIqqC1bgA8+kDrIlSu2x0uUAG69FXjxRaBZM8PC0xKTPCLC6dNAjx7AX3/JHbNx44CnnwbCw+2fd+iQtOLNng1MmgSsXQv8+CNQo4YhYRORl6WmAvHxQEqKlAcVKwKhrDkQkYdcuAAMHw58/bXtsehooFw54Nw5ICEBmDdPfp5+Wm4uR0QYFq5WOPEKUYC7eBHo2lUSvAoVgD/+AJ5/3jHBA6RV7+uvgZ9/luf+9RfQqhXw55++j5uIPC8uDvjyS+Dee+V6j4gAqlaV/8fEAMWKAe3byx33ixeNjpaIdLZrF9C8udQrgoKAAQOArVsl8Tt4UP7dskXKIwD4+GOgUyeZK4DyxiSPKIClpgJ9+gB79wKVKwMbN0qBm5du3aQgbtFC7vJ36QL8/rv34yUiz8vMBJYskYmVqlYFBg8G5s8HDh8GLBYgJES6TIWGAhkZ0m372WfluWPGAFevGv0OiEg3S5YAN94IxMbKuLvffwdmzpTx/sH/ZSfBwXIjee5cYMUKGaO3ZQtwww3AyZPGxq8DJnlEAWzECOlyGRkp4+xq13b/tTExMk6vfXsgMVESv40bvRYqEXlYaiowdSpQvz5w++3A4sWS8LVuDYweDaxeLRMwpacDly9Ll82DB4HJk2W23eRk4PXX5f/bthn9bohIF/Pnyw3mK1ekJ9HmzcD117t+Tffu0tOoVi3gyBHg5pvlJjPljklegBo0aBCCgoIcfnr06AEAqFGjRtZjxYoVQ40aNXD33Xfj119/tdvPv//+i6CgIISEhOBkjtsqp0+fRmhoKIKCgvDvv//aPd/6ExkZiUaNGuHJJ5/EwYMHffLeSSxaBHz6qfx//nypqOWXNTns2lUK6169WNkjMrvLl4H33gNq1gQee0xa7EqXBp57Tlr1N2+W5K1zZ5mAKShIXhcSIt02hw4Fdu4EFiyQ1rxDh4C2bYFp04x8V0Skg6+/Bu6/X24oPfigTOZWqpR7r61bV24+Va0K7NsH3H233IQi55jkBbAePXrg9OnTdj9z587N2v7GG2/g9OnTOHDgAGbNmoWSJUuia9euePPNNx32VaVKFcyaNcvusZkzZ6JKlSpOj71q1SqcPn0au3btwvjx47Fv3z40bdoUq1ev9uybJKeOHwceflj+//zzQM+eBd9XRIRMvpK9RW/3bs/E6SAjQ/p2ZPf999LHY8cO2U5ETsXHy/Io1arJdX/6tFSWPvxQLqt33wUaNnRvX0FBQL9+Mi63Tx+paD36KPDWW7IUCxFRTvPmAQMHSjfwRx8FZswAihTJ3z5q1JCumyVKAL/9JmUZOcckzxuuXMn9JyXF/efmHOiQ2/MKKDw8HBUrVrT7KZXtdkpkZCQqVqyIatWqoX379pg6dSpee+01jBo1CgcOHLDb18CBA/HVV1/ZPfbVV19h4MCBTo9dpkwZVKxYEbVq1cIdd9yBVatWoU2bNnjkkUeQmZmZ9bwlS5agVatWKFq0KMqWLYs+ffoU+P2SUAp44glZFqFVK5lJs7AiImTa49atZaB0166yzo1HKAX88gswaJBMt3XjjfbbJ0+WbS1ayGwwgwZxgCBRNklJwBtvSMvduHFy7devD0yfLq14w4cXfCmUUqWA774DXn5Zfh85UhI9IqLsfvlFJlZRSnoQfP65bexdfjVqBFjbFT76SO71kiMmed5QokTuP3fdZf/c8uVzf27O5pUaNZw/z4eeeeYZKKXw448/2j1+++234+LFi9iwYQMAYMOGDbh48SJuu+02t/YbHByMZ555BseOHcO2//r7LVu2DH369EGvXr2wY8cOrF69Gq1bt/bsGwpACxcCy5bJUgkzZ3pukdHISLm71rSpzHzVpQvwXy/dglFK+oM1ayad8WfOlNqp9ceqY0egQweZc/nCBXnejTfKz/r1hQiASG9paXIPpHZtGWOXlCQTK337LbBnD/DQQ565/oOCgDffBN55R35/+WV23SQimy1bZN3d9HTgnntkqEhBEzyrPn2AF16Q/w8ezIlYnGGSF8CWLl2KEiVK2P2MHz/e5WtKly6N8uXLZ42xsypSpAj69++P6dOnAwCmT5+O/v37o0g+2uEbNGgAAFn7fvPNN3HvvfdizJgxaNiwIZo2bYqRI0e6/wbJwcWLss4MIBUxd7tmuatUKblb16ABcOKEJHqnThVgR3v2SPJ2zz3SH6xECRkItHatJHglS9qe+9prMgNMfLxsf/hhqbn+/jvwyivsO0YBx2KRcbbXXAMMGwacPSuJ3vz5stzJXXfJ+DpPe/554KWX5P+PPSaXJREFtgMHZLz+lSsyWcqsWYVP8KzGjpVOPBcu2LqBkg2XNPWGpKTct+X8Zj17Nvfn5rwKCtUs4qhTp0747LPP7B4rXbp0nq9TSiHIOhI/m4cffhg33HADxo8fj4ULF2LTpk3IyMcYKfVfZdy67507d2Lw4MFuv57y9uqr0srWoIGtMuZp5csDq1bJGL0jRyTR++03WUTZbSdOAOvWyaJcL7wgmWle52ZoqBy0fXtpVhg9Wjr9W8/VtDS5/rxRuyUyidWrgRdftE2AVL68XAqDB+d/7EtBjB8vY36/+Ubu0WzbJuP+iCjwnDolHXHOn5fhId99l0fvgYQEGV9/8qT8PywMKFtWKi316jnUi8PCgDlzJNFbvRqYOFFmDSfBJM8b8jO4wVvPdWt3xVGnTp18veb8+fM4d+4catas6bDt2muvRYMGDXDfffehYcOGaNy4MXbu3On2vvft2wcAWfsuVqxYvmIj1/bvlz7wgHSVcLbYuadUqSIF7k03yXE7dQJ+/VVm6svV+fNAmTLy/+7dZRaIfv2A6tXzH0DFirY3azV6tCSOX38tczAT+ZETJ2Rs3Xffye8lSkjL2ogRvu3VHxQkyzLs3i0LHfftK72mfZFgEpF5JCTIqKNjx2RWzGXLZFhHrl57TW7Q5tb75tNPZUKBHOrXl8mjHntMbmTffrvMAkzsrkn59NFHHyE4OBi9e/d2uv3hhx/GmjVr8LB16kY3WSwWfPzxx6hZsyaa/7cad5MmTTjbpge9+KJMWXz77ZJ0eVuNGtJdKybGlug57bp55Qrw1FNyly77E557rmAJnjMJCZL0/f673PJbtMgz+yUymFIy7q5BA0nwQkLkcjp8GBg1yufDtgHIREzffy+9qjdvli5VRBQ4UlKAO+6Q0RYVKwI//yzzpmWxWGQ19GPHbI916CAFWo0aUmG4807g1lvlOzsiQvp8Wu3bJzv/z+DB0mvo6lX5P0dpCLbkBbDU1FTExcXZPRYaGoqyZcsCAC5fvoy4uDikp6fj6NGjmD17Nr788ktMmDAh1xbAwYMHo1+/fiiZfcyUE+fPn0dcXBySk5Oxe/duTJw4EVu2bMGyZcsQ8l93utGjR6NLly6oXbs27r33XmRkZOCnn37Ciy++WPg3H2DWrJGFjkNCgLff9t1xa9eWY3fqJP3yO3aUFr2s7lt//CEL5Rw6JL8vXgw8/rjnA4mOli4g990HbNokXx7PPCMzRXhq5hkiHzt3ToagLl0qv99wA/DZZwVb89LTatUCPp+i8Ma9e/DPuL2IPX8U1cpckZkXSpaUfqR33QVERRkdKhF5UHo68MADMkQ+MlLWwcvq/HX1qgzK+/BDqRQ8/bRMjwlIReHMGSkbcsrIkCEZgG39hc2bgWefBcaNQ1CRIpg6Fbj2WqlzfPEFMGSIL96tySk/t3btWnXrrbeqSpUqKQBq0aJF+Xp9QkKCAqASEhIctl29elXt3btXXb161UPR+s7AgQMVAIef+vXrK6WUql69etZjYWFhqlq1auruu+9Wv/76q91+jh49qgCoHTt2OD3Ojh07FAB19OhRu+dbfyIiIlTDhg3V0KFD1cGDBx1e/91336lmzZqpsLAwVbZsWXXnnXfm+p50/nt4U2amUi1bKgUoNXSoMTEcOaJU9eoSQ0yMUrt3pCn12mtKBQfLg1WrKvXzz94PJC1Nqeefl2MCSl13nVKHD3v/uEQe9ttvSlWqJKdxWJhSEyfKtW4q3bvbrjVnP+fP2577++9Kbd6sVEaGcfESUaGkpyt19922cmn16v82nDmj1OjRSpUta7v+o6OVGjMm/wdJTFSqb1/bfq6/Xqljx5RSSn34oTwUFaXU8eMeelMm5Co3yS5IKf9u1Fy+fDk2btyIli1b4s4778SiRYty7WroTGJiIqKjo5GQkICoHHccU1JScPToUdSsWRNFixb1cOSUX/x7OPfNN0D//nJH7dAh5zfJfOHff4EePYCgA/swJ+RBNM/8b2aIBx4APvnEfsZMb1u6VKbiunBBBgoePiyTvBCZnLV75vDh0v36mmuAuXPN0XqHvXtlyl7rZEevvAI1cSK2ZTTD3rTaqH5tFDp0DpUZclNSZGVkq65dZSBvqVLS7+rmm4Fu3aTrFhGZXkaGdMyZN0/G4H7/vfS2xEsvyYwoqanyxOrVpQB75JE8Bunl4YcfZB2YS5ekYrNsGTKbX4d27aST0K23SucgJ/MEas9VbmLHJymnSYAteX6Nfw9HyclKVasmd7bGjzc6GqXi45X6pvJzSgHqPEqpnx+epywWg4KJjVXqxhuVmj7doACI8ic1ValHH7XdwO7fX6krV4yOSimVlKTUE09IUAsW2B6/dEmplBS1apVsCgpSauNGJ6+3WJS67z65s5+zta9OHaWee85X74SICiA5Wak+feSSjQxNVku+T7NtfOEF2dCqlVLz50tzn6ccOaJU06ay/4gIpZYtU3v2KFWkiDw0b57nDmUm7rbkcUxeDqmpqUi13m2AZMtEuvr4YyA2VsbADR9uYCBXrwLFiqFMGaDPztH4rfV59P93LE5Nr4IHUoEpUwyYICImRgYNZJ+See1a6fd/440+DobIteRkmaly+XI5Zd9+W4ajGH6X+s8/gfvvBw4elN+3bZNZcQEZCwtpmHvoIeCrr2RShO3bc8zuGxQk86BnZABbt8pimytXyu34Q4dk3UwrpeR4VarIbLzR0dIaEBQk22rVsl2/qaky3ic1VZZQSU+XpVhiYuR5TZqwBZ+okC5cAAb0OIuIrWswN/gH9A1dgtDQOQBukyc89ZQ0q7Vr5/kCq2ZNmb63b18pN559Ftfs6opXXgnD66/Lobt2tU3cHXB8lHSaAtxoyRs9erTTsWpsyTM//j3snT0r/dIBpWbNMiiI3buVuvVWaTHLNmDIYlHqvfeUCgmR+OrWVeqPPwyK0erSJRkwGBSk1IgRcmuSyAQSEpRq316ulWLFlFq61OiI/jNjhgy8AZSqUkWplStzfer580qVLy9PdXsYzqVLSv3wQ7aBPUqpuDjX4/wGDLA9NynJ9XM7dy7Y+yYKdBcuKPX22+pC30fVwbCGjtfWsGG+jSctTamRI5U6cUIpJb0eGjWSUAYO9G0ovsAxeU4EBQXlOSbPWUteTEyMyzF5NWrU4JpuJnD16lX8+++/HJP3n6eekqFuzZvLzfZgXy6YcvIk8PrrwPTpMhNWSIisUXfDDXZPW79ebsqfOCFPefllWSrHkDW1EhOlufOrr+T3WrVkrb4+fUzQXEKBKilJhqf98YdMRLlsmdwQN1RmpixxMnGi/H7HHXKtly7t8mXz5wP33ivX986dMp4w3y5dAmbPBo4cAS5elOVRLl+WazQ4WG7bP/ecPDcjQ5oOw8LkJzQUiI+XAmfvXmDQINt0w2lp8v+nnvLt+GAis1EKOH5cFrrcv1+WK/jnHxkjO2qUPOfcOYcB/lfrN0WxW7tKS37r1oZ/b25dHo82t5SFUtLId/PNhobjURyT5wQ8PCYvIyND7d27V8XHx3soQiqM+Ph4tXfvXpXB2dnU/v1KhYbKXazsN8G97sABGTRkvbsPSEf9/ftzfcmFC0rdf7/t6S1bKrV3rw9jzmnpUqUqV7YF1KGDUhs2GBgQBaqrV6WxCVCqdGmltm0zOqL/LF9uuz5GjXJ7Wk+LRRr2AaVuuMHg2UAtFqVSUmy/T5smgZUvr9Ts2cq4wcJEBjl1SmatzP79l/3n9tuVUtLA/sjDFjUdg9QYvKZea/y9OrvPZPXgmTOVKl5cfdTnNwUoVaOGNOz7C7bkOeFOS15OeWXLp0+fxqVLl1C+fHlEREQgiHf8fU4pheTkZJw9exYlS5ZEpUqVjA7JcH36yMRTt94q6436xLZtQKtWtlVI27UD3nrL7fFt8+cDTzwhN+fDw4E335SGtf+WTfStpCS5q//eezILICBr+tSrZ0AwFIjS0+WG+I8/ynjVX3+Vy8s0PvwQqFwZuOeefL3s+HFpwUtKkrG4jz3mpfjy69dfgSeflJYLQKYJ/PRTY1aTJ/KVxETbWpXp6bJy+YUL8sXbqJFcrA0aAPXrw9LoWny3vxFGjJDG8KAg4MUXgbFjbUvYmYJSwN13A99+CxUdje7F1mNl3LUYMQJ4/32jg/MMd1vy/D7JS0pKwqH/Flpu3rw5PvjgA3Tq1AmlS5dGtWrV8nx9Xh+kUgpxcXG4dOmSp0OnfCpZsiQqVqwY8In2+vVA+/ZSRv/9t8xo7hVKSUkfE2P7vVkzmR75xRcLNHnJyZMyq/LPP8vvN9wgvScNy62OHQPGjZMuXosW2R6fORNo25ZJH3mFUsDjjwNTp8oNjxUrgI4dDQ4qLU0mUPpvMpXC+Phj4JlnZFf79skqJqaQliY3psaMkW7mDRvKSs5cxoH8zb//Srfmv/+WrsvWu6mLF0t35euuAyIiACCru+PLL8ukSQBQp4700L7pJkOiz1tKinQvXb8eKWWqoO75TTgVHIM//jDZzbICYpL3nzVr1qBTp04Ojw8cOBAzZszI8/XufpCZmZlIT08vTKhUCEWKFEGIIU0+5mKxANdfLxPUPfaY3Cn3OKWk1jl2rPTTP3YMKF5ctiUnZ30xFGb306YBI0bIUJuiRYEJE4Cnn/bxuMKcQVlvHsTFyXSlmZmShQ4cKHcNOY6HPOTDD+X8Dw6Wewu3325wQKmp0qwYFyezXhYy0cvMlHLqzz/l0pk/30Nxesr69cB998ldp4oVZSBkixZGR0VUeBaLFDCvviqJUHAwsGmTjKHLQSlp4B47ViaeBqRh+9lngRdeKPRXvfddvCg9ivbuxfHoRmiSsB4VG5TCn3/aqiy64pg8D3G33yuRGcyZI13nS5SQSeg8btcupbp0sfXRDw9XatUqLxxIqX//tT/UTTcpdfCgVw6VP/v3K9Wrl1LBwbbgihZV6t57lVqxQimOCaVCWLxYJngFlPrwQ6OjUTIwsFcv23m+fr1Hdrt9u2123WXLPLJLzzpxQqkmTWQ6UxezhhJp4/RppW6+2fa91amTUn/95fC0jAylvv1Wqeuusz01LEyp//1PZu3WyrFjWWMMN4XdpIoiWQ0ZYnRQhedubsIkLw9M8kgXV68qVb26FMjjxnl45/HxSg0ebEtswsJkmYFTpzx8IHsWi1KffaZU8eK2tU4//tjgCRusTp1S6p13bPM0W3+++MLoyEhTO3fazvUhQ0ww90dyslLdutnWbvDwDZ1nn5VdV69u0kkRLl1SassWo6MgKrzt220TqhQrptSUKQ4FTGqqzD9Uv779/cthwyRX0tauXUpFRysFqCfwqQKU+u47o4MqHE684iFuN4kSGeydd2QoXNWqMkeIx7pSxMcDjRsDZ87I7/36yaQkNWt66AB5O3pUxur99pv83qULMHcuUK6cz0LInVIy6czMmcD33wO7dwOlSsm2LVtkvvjmzY2NkUzvzBkZK3L8ONC5s/SINmQpEavkZOknunq19G1autTjAwOvXJG5HY4dk+FB777r0d173tGj0t2tdm2jIyFyn1IyRn7TJhln+t13doP1k5KAL76QSUlOnpTHSpYEhg2TFUVyrJSgp7VrgV9/xUspr+Ptd4JQqpSsEGGdUkA3HJPnIUzySAfx8VLvSEyUXGPAAA8fYNAgGeg3ZYphI60tFjn8889L/TMmRr6rTDWI2mKxDRy0WICWLWVBsAED5Bu0bFlDwyNzSk+XGxfr18tcPn/8YbtPYIikJJmad+1aGYTz009eu+5/+gm45RaZ9+HPP2XuJlPavh3o0UP+MIb/gYjyKTYWGDkSmDw5a/x4RoYkd6+/Dpw9K0+rVAn43/9kTL8/VnnT0iTf/fNPheuvD8KaNTK5lW7czU2MmsaAiDxo9GhJ8Jo1A/r398AOz52T2+xWkyZJJcfAqbSCg4GhQyXXrFdPWjzatZNJWkwj+8wwSUm21Z5nzZI7p6abYYLM4IUXJMGLjJTJ7QzPH86cke4AkZEy1a0Xr/tevWTylcxMWbc8M9NrhyqcypVlFqh//gH69pXMnMjMjh+3/b9aNeCbb7ISvOXLgWuvle/Us2dltswvv5TG6uef988EDwDCwoD5XyVjWWhvNP1jCp580rbqkz9ikkekuW3bgM8+k/9/+KEHZqCMjZXs6a675LYXIJU9k9zuuuYa6QV5++0S3qOPymxfFovRkeUQFSVfqn/8Id1d4+OBe++Vmqx17T0KeHPnAhMnyv9nzQLq1zc0HFG7tkyrt2qVzCDrZR99JBN2/vmnNDSYUsWKsuioddHC5583OiKi3P30k2Ruc+faPXz2LHD//XJzZf9+6VzyySeyisIjj5jma96rav0xB70yFuNTDMXFad/h00+Njsh7mOQRaSwzUxYQV0oK7kIPmTl4UBK8f/6RBazi4jwRpsdFR8vU8mPGyO8ffCDvPzXV2LicatNGMvHXXpNlGL78UvqLnDtndGRksL//lpsUgKxB1bu3gcFcuiTNiVYNGzqdVt0bKlaUYb4A8Mor9g0QptK0KTB7tvz/o4/YMk/mtG2bNI+npcmSJ//55hu5rOfOlZvBI0YAhw4BTz5p8PhfX3vkEWDIEARDYQ7ux3dPr8UPPxgdlHcwySPS2JdfSvfFqCjgvfcKubMTJ4CuXaWG1aABsHGjdPEwqeBgYNQoaf0IDZX6VvfuUlc1nbAw4I03pOtb2bLyB4uMNDoqMtClS0CfPjK+tFs3OT0MExcns7106yYTrRhg8GBpNExKkskeTOuOO4CXXpL/P/KI3AwjMotjx2Q87ZUrwM03A59/jtRUGWPXvz9w4YLcq9i8WYaJF3LJSz0FBQGTJ0P17o1wpGGR5Xa82W8nVq0yOjDPY5KnIWsPOgpsZ8/KOGoAGDdOBkwX2PnzkiHFxgJ168qEC1WreiROb3vwQRlfEBkpYXfpIl9kpnTzzfLt+sMPMr6HApLFIuft4cNA9erAnDky8Ygh/vlHsqsdO+QiMmjK2uBg4PPP5YbNjz9KS71pjR0LdOokFenRo42OhkhcvAj07Ck3bZo0Ab79FsfjiqB9e2DqVMltRo+WG8PXXWd0sAYLDUXQnDlQ7W5CNBKxPKMrXr1tl98lekzyNLN7N9CiWjy23/UmVCqzvUCllAyYvnhRJlt54olC7CwtTfqJ7d0LVKki3Ts0mzO5a1fpaVaunMwP07mzDIEzpVq17G+fTpokd18pYLzxhqxIEB4uq26UKWNQIH/8IV2Hjx6VcXi//y6VQ4M0biyT0ADSmpeYaFgoroWGSp+34cOBGTOMjoZIJgK66y5pWa5SBVi2DL/+GYWWLWUMe6lSMkzv9dcDrGumK8WKIWjJYlhatUZZnMc3KXfi9p7pftULm0meZj78QOH1M4+jxfev4mDZtjiyZI/RIZEBFiyQ5QNCQ4Hp0+XfAtu9W6b5j4qS7oTVq3sqTJ9q2hRYswaoUEHWv+nc2TYttGlNnAg8/bRkqaYPljxh8WLbWNKpU4EWLQwK5MsvgQ4d5G7IdddJglenjkHB2Lz6qoRx8qSMGTKtChVkpiuPLUhKVAhffy0LyZYoAbXsJ7w7typuvlmGfjdrJsP0evQwOkgTKlkSwSt/gaVrN0zrPAdXM4rg3ntlbHBGhtHBeYAPFmbXmruryvtKWppSP9w/X8WjtFKAuopwtfzm99XVK5lGh0Y+EhenVJkySgFKjR7toZ3u2aPUypUe2pmx9u1TqlIl+XwaNlTq9GmjI3Lh+HGlatSQYNu1UyolxeiIyIv27VMqMlL+3E89ZWAgy5ZJEIBSvXsrdfmygcE4WrNGqaAgCe/bb42Oxg2ZmUqNH6/Upk1GR0KBymJRatw4lTz3B9W3r+3yHjhQqeRko4PTQ0aGUsOHy+dWAomqY0eljh41Oirn3M1NuBh6Hsy6GHrs5tM4c9ujaHXuJwDA5mIdgFlfo03fGIMjI29SSsb9L1kid+c2b5Y5PcjewYPSknfihExJ/+uvssyVKe3fD1x/PZCQADz8sLSwBAUZHRV5WEKC/Jn375dl51avNrDblMUC9OsnzYgjR3pg3RXPe/llYMIE6Wa2axcQY+avtnfeAV58USaq2r7dwP63FMj27wfuvFN6bBYpIhPAPv44v07y6+cJ23Hdy93wBD7FT8XvxvjxMgOpYeOmneBi6H6uWptKuC5uKbYN+RxXgoqjzdW1qN6vFcbeucO84xio0CZOlAQvLAyYObMQCd7Vq9J347ffPBmeaVjnjqlWTdZ07thREj5TatAAmDdPKtrTpwMff2x0RORhaWkyXGb/frnZsGCBjxO8zExZgM765RAcDCxcKH2STJjgAdKltVUrGXc8YICJF0kHZOrCOnVk4qoBA0y4aCf5pRMnZED+lSv4/ntZ8WTfPilj1q6VTUzw8q977Bcog/OYh3vxyJWP8MwzshLSpk1GR1YAPmlX1JjZums6k7DtoIot3UQdQQ1VBudUzZrsNeKPNm9WqkgR6UoweXIhd/bkk7KjypWVunrVI/GZ0dGjtt6QtWopdeyY0RG58OGHEmhoKC9gP2KxKPXQQ/KnLV5cqW3bfBzAkSNKtW8vAQwa5OODF87Bg/KZAUq99prR0eRh506lwsMl2AkTjI6G/F1yslItWyoFqG3X9M/qntmhgwzpoELIyLDVkQD1adjTKhgZaupUowOzcTc3MectPMqXqBZ1EBP7O87OXokS1cvi6FFZz3r8eN5Q9BfnzwP33CMTaPXtW8jZNFeskLv6gLQc+fFU/jVqyGQstWoBR47IPBP//mtwULl55hn5I1ssMkqe/MKbbwJffSUNZgsW+HCilfR04N13gUaNgHXrgBIlZCZNjdSpA0yZIv8fO1ZmIjWtpk2BTz6R/7/yijSlEHmDUrKw5LZtuBRaBnfuHQsA+N//ZHLsChUMjk93ISEy6/VbbwEAnkj7GLsa3Y+HHzY4roLwUdKpLR1a8rK7eFGpe+5R6gF8rUbhdXXbrRalSeiUi9RUpTp2lJtKNWvK37jAkpKUql5ddvb00x6K0PxiY5WqU0fedrVqSh0+bHREuUhIUGrdOqOjIA+ZNcs2AcJnn/nwwFu2KNW0qe3gHTua+KTPm3UyhOLFlfrrL6OjccFiUerBByXYSpXYpELe8c47SgEqDaGqA35TkZFKLVxodFB+asECpYoVM90MUJx4xUPMOvGKK+qfg1ANGyLYkolXMRaLrnkVP/5oitmxKZ+UAoYMkbk4IiNllvPGjQuxw+eeA95/X5ZJ2L1b7u4HiJMnZTKWf/6Rdd5/+02Da0IpDqrQ1KJFMrdJZqZcdu++66MDz50LPPCAnDulS8v1PnCg1udRRgbQvbtMoFS1KrBxo4y3NaUrV2Rw1KFDMu7x9tuNjoj8SOYPSxB85x0IUgpP4hOsa/wkvvsOqFfP6Mj82Jkzpmse5cQrASyoXl0Ev/sOAGAcXkPnvZPQurUsFk16GTdOErzgYJmbo1AJ3vbtsq4TAHz6aUAleICsD7tmDdCwoYxX79BBEj7T2rtX+l3//bfRkVA+/fILcO+9kuANGgS8/bYPD96tG1C2LNC/v8z0MmiQ1gkeIOuALlhgu3a7dZP1v0ypeHHg22/ljhwTPPKgo4v/Rspd9yNIKXyGx5H04FBs3swEz+tMluDlB5M8fzViBDB6NABgEp5Gz4vfoFs3YOlSg+Mit33wATBqlPx/4kSgV69C7nDePBnvde+9HtiZnipVkha8Ro2AU6eA9u2BrVuNjioXo0ZJRXHAAJmekbSwbJksc5KWJuNnv/jCyxNYpqTIQaydcsqUAfbskcWRy5Xz4oF9q0wZ4OefZSmFAwdMnug1bAi0bGn7nR2mqBDOn5fxdv3vTEaSJQJrQzoj4ouPMWNmECIijI6OzIxJnj8bPRoYPhwAMCP4YbRI2YjevYFZswyNitwwaRLw7LPy/7Fjgaee8sBO335bug9NnOiBnemrQgVJ9Jo2lV4YHToAP/xgdFROfPKJ1Gx37gTeeMPoaMgNX38tCV5KCnDbbcA330grlNccOgS0bSt9uhcssD3uR8lddjEx0kpavrxcFh06yM0aU9u2Tf5GJ08aHQlp5tgx4IUXgNq15Wv798w2eLHTFtTZsRADHy2iewM9+YDhY/I2b96MNm3aGBmCSzqOybNjscjt5EWLkFi0HBqm7MDpoCr46isZpkHmopTk5mNlsiy8+KIsCMzC3PMuXwbuvlsmGw0KknW5Xn7ZXAue4rvv5PoNDpaBSNdfb3RE5ERmJvD669K9GgAefBCYNs3La+EtXixdMi9flqRu7lygSxcvHtA8DhwAunaVrps1akgPlUaNjI7KCaWAG24A/vhDZjb97TcfL5BInpaYKBOnbt8O7Nol5+CZMzIU0zrTUXS0XJLly8uNiWrV5Mf6/ypVnJ8GmZnSS3/tWhnTu2YNEGxJRwPsR3CTa/Huu9KCTeR2buKDSWBciomJMToEl3SbXdOppCSlmjdXlmefU8OeyFCAUsHBSs2da3RglF1GhlJDhtgmxBszRiZrK7Svv1YqPt4DO/I/6elKPfGE7TPv2tWEE+L17y/B1a2r1JUrRkdDOcTHK9Wjh+0cevZZpTIzvXhAi0Wp999XKihIDnjTTUqdPOnFA5rT0aNK1a4tH0FkpFLLlhkdUS4OHlQqKkoCfe45o6OhAkhKUuqLL5Tq3FmWMbWlcwX7CQpSqkoVpdq0kXXt2rVTql49mcTR7nnIVCsrPqDSwyNUxtLlRn8MZCKmml3z7rvvzi3BxPLly5GUlOTV40+ePBnvvvsu4uLi0LRpU0yaNAmtW7d267Xat+RZJScDERGwWIDHH5chHCEhMj68d2+jg6OrV+Wm/PffS6vSp5/K36nQtmwB2rSRbn8HDsi/5GDmTGDoULlMKlSQnpJ33WWSFtRLl2TGnZMnZS29AO9uaybffy9rVp49CxQrBkydKtex11gs0nf700/l9yeeAD7+2Mt9Qs0rPl4auteulcbuUaNkiTrTfRzWFnkAmDGD3Wg0sX+/XGqzZgEJCbbH69aVHrjNm8sarBUqyOzX1rG3Fy/KeNG4OOD4cfmJjbX962qIdYkSQKtWQK+eCoP/fhrRX38iJ/SPPwbsWHpyZKqWvFKlSqmlS5eqNWvW2P389ttvqnz58l499rx581RYWJiaPn262rNnjxo8eLAqWbKkOnPmjFuv94uWvBwyU9LU67dsUYBS4eFKrV1rdESB7dQppVq3ljt3YWEeXI4lM9O24wEDPLRT/7Vnj1KNGtnuot5+u1IHDhgd1X+WL5egrr9eFk4kQx06pNSdd9rOlWuuUWrHDh8cePVqW1PABx94qKlfb6mp9j0g2rVT6tgxo6Ny4sUXJcDQUKVWrjQ6GnJh82aleve2b1WrXVupt95S6p9/CrfvzEzpLbJ1q1KLFik1f74sxfbbb9Lom5Hx35OydzGZPdsD74r8ibu5iU+SvD59+qi1uWQSXbt29eqxW7durZ588sms3zMzM1XlypXVhAkTnD4/JSVFJSQkZP0cP37cv5K88+eVuv56ZSlWTD3VebcClIqONvkCs35s+3alqlaVcrx0aaXWrPHgzr/6ytaX6dQpD+7Yf129qtRrrylVpIjK6tb80ENK7d5tdGRK+qOlpxsdRUA7dkyp//3Pdn6EhCj1yitKpaT4MIjPPmNfeydmz5aiDlCqRAmlJk402eWSmanUvffayuQ9e4yOiHL49VelunSx71Z5xx1K/fyzl7tgZ5eZqdSjj9oCmD7dRwcmnZgiyUtMTPTm7vOUmpqqQkJC1KJFi+weHzBggLr99tudvmb06NEKgMOP3yR5GRlK3XyzUoDKbHyt6tg2RQHSP9yUdz/92HffKRURIWV5w4ZyF89jLl1SqkIF2fm773pwx4Fh926lbr3V/k7ujTcq9cknSh0+bHR05Evp6Ur98INSvXrZhsEBSnXv7sObY2y9dcuhQ0rdcIPtb9S8ubTKmEZKilLt2yvVs6dSly8bHQ39Z+NGpTp1sp03oaFKDRqk1L59Pg4kNVWpe+6x3WGcNcvHAZAu3E3yvLqEwk033YS4uDhvHsKl+Ph4ZGZmokKOhQwrVKiQa1wjR45EQkJC1s/x48d9EarvhIRkrZ8UvPtv/NRqNK65Rob79OgBXLhgdID+TyngzTdlzFdysnzumzYBdep48CBjx8qUX/XqAU8/7cEdB4ZGjYAlS2RSvN695bLZuBEYNkyms65VC7j/fhkOtXmzTJnvMykpMu3qqlU+PGjgOXYMeO01oHp1OQd++kmu3c6dZUbWFSuAa6/1QSCTJ8vMjAZ+l+qidm1g/Xrg88+BkiWBHTtkQtqhQ2Voq+HCw6VgWbxYBl+RYZSS791evWwTn4aFybly6BDw1VdAgwY+DqpIEfmyKVJE1l958EEfB0B+x5uZ5qBBg1S1atXUvhy3Q3bs2KF69uzpzUMrpZQ6efKkAqB+//13u8eff/551bp1a7f24Y9j8pRSSn3/fdbdorjvNqgqVWytFcnJRgfnv1JSbJMlAkoNH+6FLkX79tmmAFvOGbk84dQppd5+W27Ch4Q4zpYWGqpU06bStfOTT5TatMmLE2G+8YYcNCZGWmzJY6ytdj172rfalSun1AsvFH48Tr4tXSp39AGlPv7YxwfX25kzSj34oO1vWL68dOk01TBGi0Wp995T6vRpoyMJGCkpSn3zjW24urXb9eDBBvZmyn5SpqSYrPmZzMgU3TWVUmrUqFGqTJkyav369erAgQOqX79+Kjg4WN16663ePnSBumvm5LdJnlJKDRyYNaJ475bLqmRJ+fWOO0w2lsFPnD0rSbQ1Kfj8cy8dKD5eqccflz8kedylS0r98ovkWrfcolTZss6nyQ4JUapxYxle8csvHrymLl9WqlYtOcjDD3top4EtLk6pceMkb87+N+zSRSZG8OmYO6tDh2xT7z/yiMmyE3389ptSDRrY/qadO5uoy/W4cbaZezhu2mtSU+U8GDxYqVKlbOdCeLgUoR4dKpEfFotSU6bILE4+G/RH/sBUSyiMHz8eY8eORWZmJrp06YIxY8a4vYRBYbVp0watW7fGpEmTAAAWiwXVqlXDsGHD8NJLL+X5er9ZQsGZhATpb3T8OPDkk1h/zye4+WYgNRUYMgSYMsUkU8j7gZMnZZ3iAwdkodTvvvPBusWZmSZb2ds/KSUL4m7bJgvkbtsmP2fO2D+vQgXgkUdkBvyKFQt50PXrgQ4d5OA//ADccUchdxiYjh2TBcxnzgTS0+WxMmWAhx+WMtCjXajz4+pVWUR75075d80aLqJdCGlpwPvvA2+8Ib2dixcHPvgAGDzY4O+4w4flOj55EqhZE1i5UvqcBqArV6RL/M6dsnRBXJyUodau8KGhtgXGy5eX8rR8eXmsWDGgaFH5sVika25cHLBvnyxYvn697N+qcmVZfeSxx+T1hjh5UoJYskR+nzcPuOceg4Ih3ZhiCYW4uDj19NNPq2LFiqkWLVqoiIgINW/ePG8e0sG8efNUeHi4mjFjhtq7d68aMmSIKlmypIpzc8Vjv27JU0qpVauk38LevUop6cVp7R30+usGx+Ynjh61NbzExHhxMHdGBu/2m8jJk0otXiwzYZcpY7t7HBYm3XQvXizkAZ57zjYt64kTngg5YCQlKTVihG2WTECptm2V+vprmWHVcNbZ9cqV49/Wgw4fli7X1r95jx7Simt4UNZV3StU8NFaHOaQkSHLCNx2m1JFixZ+kXFXP2XLSnf61av/W6bAKBaLzJgZHW37Qnj3XX53U76YoiUvIiIC9evXx7hx43DLLbdgxYoVuOeee/Dqq6/i+eef99ZhHXzyySdZi6E3a9YMH3/8Mdq0aePWa/26Jc9KKbvbmZ99JoOPARnAPmSIQXH5gaNH5Ubt8eMyWcfq1UCNGl462NixwIYNwKRJMuEKmUZamtyw/eAD4Pff5bGyZWVd8/vvL2BrQmqqrMi7Y4fMBrJypW01XsrVqlXSgvPvv/J7ly5y6bRta2hYNgsWyB39oCDgl1+Arl2NjsivWCzARx8BI0fKJRQTI43hLVoYGFRcnMzAtWsXEBUlC1937GhgQN6VmSnzv40ZY7sOAaBaNaBNG+lgVKWKtNQVLy7b0tKA+Hhp3Tt3Tv49e1YeS0mx/QAy6U7ZskD9+kDDhsBNN8k+DS8eY2Ol8PnlF/m9dWtg+nSZ6YsoH0zRkjfXyVo+27ZtU5UqVVJDhw715qE9xu9b8nL6b/Xn116zzeL7ww8Gx6Sp06dtN2jr1/fyDfkjR2y3Qn3cWk758/PPMgTHeof5nnsK0aq3f7+swxEVxXW38pCRYSvXAKWqVVPqp5+MjsqJ3buVatZMFuAjr9mzR6l69eRcKFZMlrQx1MWLSt10kwRUvLgM4vZDmzfL6W29DsuUUeqll2Q5Er9vzGrbVt500aLSesfJD6iATDPxijNHjx5VDRo0MOLQ+RZQSd4rr0hW9+23ymKRsf7W8mjDBqOD08vFi0o1aSKfX82aPhhTf8cdtlkF/P6bUn9paTJxi3Wmzvr1CzH4f/FiSfIpV5cuybp21orlY4+ZfJmy1FQ5ScirLl6U9Q+tNzRnzDA4oORkmYTDDxfATklR6uWXbcNBoqMlzwmo2by3bFGqQ4esm+lEBWWK7pquXLx4EaVKlTLi0PkSEN01rV55BRg/XmYe2LMHGWUqoE8fYOlSoFQpWUemaVOjgzS/9HTg5puBtWtlgo0NG7w8lv6nn4BbbpGR6bt2Addc48WDkSdt3gz07SsTt5QuDSxaBLRvb3RU/uXMGekJt3OnTNAwdSrQv7/RUTlx4YKcBORTmZkyAce0afL7Z58Bjz9uYEA5hk8gPl6+kzWeBe3oUVkXdscO+f3++6WrumGTnviCxSInU1oa8L//2R7P+fclKgB3cxPDeijrkOAFnNGjJYs7fx4YMgShIQrz58tYlYsXZezK338bHaT5PfOMJHiRkcDPP3s5wUtJsS12Pnw4EzzNtGkDbNkiQzMuXAC6d5dFtgvs55+B++6Tmivh339loeOdO2V8z4YNJk3wjhyR2RVHjQIyMoyOJqCEhEjiby1Gn3gCmDvXwICyJwBnz8pq7oMHa3te/Pwz0LKlJHhlywLffivrfPt1gnf6tNzpHTYMePFF4OBB2zYmeORDRg9DJTMJCwNmzZKpuhcvBmbORESENBRdd53kfl26AHv2GB2oeX3+udy8CwqSL7ImTbx8wDfflGm4K1eWCiJpp1IlmSH/ttskZ7/9dmnRy7fz56VZcN48aZUPcKdOSXl1+LBMdrRxo8GTa+RGKZnpKjFR5no3fHaIwBMcLC1LTz0lvw8YUMibLZ6yYYM0g02bBtx5J5CcbHRE+TJlCtCzp9wkbt1aEr277jI6Ki9bv14Kml9/BSIiZO2OAF0Wg0zAJ51HNRZQY/KsJkyQTvNRUUodO6aUUurCBaVatpSHy5fnHA/ObN9um5L9zTd9cMC0NNsI9m+/9cEByZvS0pS6+27bQuoLFxZgJ3Pn2gaeffONx2PUxblztsltatZU6vhxoyNywfo3CwvjWB2DZWYqdd99trlP/vrL6IiUzHxmnVSrbVul4uONjsgtb79tK4oeeUTG5Pm9SZOUCg2VN924Ma9n8hpTT7yik4BM8jIybLNAde4s33xKqfPnlWre3LZ8059/GhyniSQlyeQZgFK33+7DuU9SUpSaM8dHByNvy8hQauBAOY+KFFHql18KsJMXXrDtYNUqT4doeikpSt14o3wElSubfE6aCxdkbTRAqTFjjI6GlMx506WL/Elq1ZLvPcNt2KBUqVISVMOGWTdfzchikQlWrAneyJEBMhfY88/b3vT990ulgMhL3M1N2C+EHIWEADNnAhUqAPfem9WHvHRpWWOqRQtZp6ZTJ5mMhWRc9YED0mty2jQfdrsPD5cxWOQXQkLk/OnXTybw6dNHJmfJl/Hj7Xdgne0gACglk2hs3AhER8vSgTVrGh2VCyNHyswwDRrI2B0yXFgYMH++nDdHjshXoOHD4W68UboBVq0K7NsHtGsHHDtmcFCOLBYZ2zh+vPz+1lvy/4AYhlamjPz71lvA7Nm2Bf6IDGTY7Jq6CKjZNXO6elWmo8shMRHo3VsSvLAwGaR+552+D88sli8HevWSL7JVq2Rdaq86cEBW7x0xQsZPkt9JTZUxeitXys2VP/4A6tbNxw5SUmQwzJo1MuPItm1SQfRz770HPP+8JMvLl8vcB6a1caNU1gGZqYnTqprKX3/JpGPJyTLEddw4oyMCcPy4nNRKyZdNTIzREWXJyAAefVTuDwcFAZMnyyQ2AUMpYOtWGXxI5GWmn12TNJA9wUtMzLqdGRUlk7HceafMDty3L/D221LGBZrLl6XlAJDWPK8neGlpMv/0Sy8Bzz3n5YORUcLDge+/t826edttwKVL+dhB0aJyI6BZM3lx5creCdRENm6UywKQSTRMneABMvVn8eLAww8zwTOhJk2A6dPl/+PHSx5uuJgYYPVqYN06UyV4qanAPfdIghcSIvO3+X2Cl54OjBkjlQBAMlsmeGQybMnLQ0C35FmtWQMMHAgMGWI3a19mpsxG9tln8vv99wNffum08c9vPf00MGmSdO35+28f9NB46SXJqEuXlgMGQOU9kMXFSb3BegP/p59kOUS3JSTIWh5+PmPjhQtA8+ZAbCzwwAPA119r0kXs2DH5+3B9PNN6+GHgq6+kIfyvv2TNWFNZs0YKiYgIQw6fnCw3fH/+2dbVtXdvQ0LxncxMqfAsWCBT+K5cqUmBQ/6CLXnkOcePS+1p9Gi5g/ifkBDg00/lJzQUmDNHeh8dPmxgrD60aRPwySfy/88/90GCt2YN8M478v8vv2SCFwAqVpTVTCIipB6RfU1dt0RH2xK8jAzgwQdlWnY/opR0E4uNBerUsS1hooXq1ZngmdzHH0tX6RMnbL02TGPaNEky+vc3ZG3My5elV/jPP0sZtWxZACR4APDCC5LgFSkiwya0KXAo0DDJo7z17y93rTIzZUKHkyftNj/xhFRAy5QBtm+XO+rz5xsUq49kZgJPPikVzAEDfNA17NQpmWBFKeCRR2RCDQoIzZrJOH5Abip8+mkBd/Thh7Kjrl1lRWI/8dlnsq5gkSJS7kRGGh2RC9Y18dasMToSclOJEnIDMzQUWLhQulGbRv36EtiiRZJ4+NDFi1KUrFsnQzhWrpTf/d6nnwIffCD/nzlTBuQTmZUPZvrUWkAuoeDMlStKNWki0wO3aeN00ZvYWKXatbPNIvzoo/Iyf/TFF/Ieo6OVOnvWywdLTVXqhhtsa+9cvuzlA5IZjR9vW0Pv558LsIMrV5S64w7ZSVCQUu+9p/3c5rt2KRUeLm9p4kSjo3HDN99IsEWLKnXmjNHRUD688or86SpWlJUvTGPOHNuX7pQpPjnkmTNKNW0qhyxdOoCWU1q2TKngYB8uhkvkHNfJ8xAmedkcPqxUyZJSwD30kNMKYnq6Uq++KnVIQBYk9reF0y9dknUCAaU++MAHB9yyRamICPnsDx70wQHJjCwWpQYMkPMuKqqA11VGhlJDh9oqhffdp+16Tikpcs8DUOrWWzXIV8+fV6p8eQl43Dijo6F8unrVthbqww8bHU0O48bZ1sb84w+vHio2VpbqA2SJx7//9urhzOPYMdtahY88okGBQ/6M6+SR59WqJeslBAfLSPSpUx2eEhoKjB0rsztXrAjs3Qu0amXrbuYPxo2TdQLr15cum17XqpUslvbttzLoiAJSUJBccu3ayWS3t94q52G+hIRIn8+JE+VinTsXuP564NAhb4TsVaNHA7t3A+XKySyIph8W89JLwNmzQMOGss4DaaVoURkKDcj59uuvxsZj5+WXZfaT9HSZ7vrsWa8cZudOKS727ZOJaNatAxo39sqhzOfkSZlZplUr6bJp+gKHiLNr5omzazrx+efA0qXAvHkuZxs5e1Zmulu1Sn4fPBj46CO9Z9/85x/5UktPl3W4evTw4sGSkw2bMY3MKz4eaNNGFmq+8UaZUT08vAA7Wr9extgmJclNhEaNPB6rt2zcKKsOWCwyHMn0kz1s2ADcdJP8f9062/9JO0OHyjjQBg2AXbuk3m8KiYkyy+aBAzJBl4dvJCxfDtx9txQX11wjM/1Wr+7RQ5jf2bOyfnDAvXEyG86uSd7z2GPAjz/mOZ1k+fLAihXA66/LTa8vvgBuuEHLRoMszz8vCd4tt3g5wVu8GKhdW1bBJsqmbFm5xxIdLcnO4MEFXKPypptkpqRFi7RK8JKSZEUXi0UmPTJ9gpeWZpuW8dFHmeBpbvx4+W7bv982/4YpREXJrDCTJ3t0DVWlgPfek+U2k5JkLdiNGwMoz8k+a2n58gH0xskfMMmjgrFOy64UMHKktOo5ERIi3ap+/lm6Ve3cCbRoAXz3ne9C9ZSNGyX3CgkB3n/fiweaPx+46y5ZJO2LL7x4INJVw4Yy019IiKwJN2FCAXdUubL91LAbN8psuleueCROb3jhBVmmJSZGegaY3vffS7/18uVljUvSWsmSkvQAwBtvyFKHpnHNNdLU6KGuhAkJ8lX0/POS6wwaJC16JUt6ZPfmd/480KSJdGsn0hCTPCqc778H3npL+mVOmZLr026+GdixQ8YTXb4swwaef17uxutAKRlSA8gKBvXre+lAM2fKchUZGfKZfv65lw5Eurv5Zts6ja+84oFVEVJTZZmOb76RC9VUtVfxyy/SVQ6QYcFaVDbvuUc+008/5Zp4fqJ/f+kufPUq8MwzRkeTi4sXgaeflkytANatk+WQFi2SLqmffSZjEU3TPdXblAIeekhu0IwZI+UjkW58Mg2Mxji7Zh4yM2WtBOtsfc8+KzP45SItTakXXrA9/d57na7GYDrLltlmPj9xwgsHsFhsM6RZ159w8TkSWT3zjO3c/P33Qu5s/Xrb1LFlyyq1Zo0nQvSICxeUqlJFQhs2zOhoKNDt3q1UaKicj0uWGB2NEx07SnD9++frZcnJSg0fbpshu3p1meA54Hz8sXwAYWFK7dhhdDREdriEgocwyXODxaLUG2/YEpSuXZU6dcrlS2bPtn1Bdu6sVGKij2ItgMxM25pAzz/vhQOkpSk1aJB9opyZ6YUDkT/KyFCqVy/buo2Fro8cO6ZUixa2Kdm/+cYDURbegw9KSHXrarL+5tKlSsXHGx0FeZH1hmWNGiY8J3//XRbVBNy6hi0WpX78Ua4v61fRI48oFZBVnx07JLkDJNkjMhkmeUqpcePGqbZt26pixYqp6OjoAu2DSV4+zJmjVLFitlaAlStdPv2XX5QqUUKeftNN5l3j27rWbHS0LHXlcRkZstBXSIhSn37qhQOQv0tKUurGG+U8LVdOqX37CrnDK1eU6tfPVtt7+21D14X6/nsJIzjYA62VvrB3r6zSXqGCJM3kly5fVqpqVTk3X33V6GiceP11Ca5kSaWOH8/1adu3K9Wpk+1yr1xZeq8EpKQk24KIt9/O9fDIlLhOHoC0tDT069cPTzzxhNGhBIb77gO2bZOByvHxsrCQCzffLNO/R0XJbO633mq++R7S0oBXX5X/v/CCh4fUWAckhoTIwO5VqwCeq1QAxYsDy5YBLVvK2nldushQkgKLiJDJlP73P/n9jz8KOIVn4Z09a5uc8oUXgLZtDQnDfampMp42NVVmmYqJMToi8pISJWyT/7zzjiyxYyqvvCLLKly6BDz8sMMg+JMnZTKVli2B336TpVhefFHKjl69DInYeE89JctQVKmiyQKcRC74KOk01FdffcWWPF+6elWpRYvsH9uyJdcxZn/8oVRUlK3rppnG6H36qcRVoYLc4POI1FSlnntOqfvu411C8qj4eKWuvVbO2dKlldq82QM7/eYbGahjAItFqTvvlPfTuLG5yoZcWQdJli3rpQG8ZCYWi1I9e8qf/OabTVik799v62HzySdKKWmBHDXK9jAgX0dHjxobquEyM2W4REiIqcYjE+XElrwCSk1NRWJiot0P5VPRovaLVx09KrP1tWgBrFzp8PQ2bWSJhRIlgF9/ta2BZbQrV2SKbAAYNSrPZQHdc+SIrJP13nvSerdpkwd2SiTKlJE78q1bAxcuyJpWy5cXcqf33w8UKyb/V0pm1PVRq97MmXK40FBg1qwCLvruS4sX25p2ZsyQ1gDya0FBwKRJcm6uXAksWGB0RDnUry/NjADUxImYNS0d9erJd9vVq8CNN0pD/Zw5QI0axoZquOBg+W4+cADo0MHoaIgKjUleDhMmTEB0dHTWTwy72hTevn3S/euvv4Bu3YCePYFdu+yecv31MlVzaKgsE/f88wbFms1HH8lSdbVqyRrGhTZvnsxJvWWLzP3+/feyOjyRB5UpI92gu3SRGxW33CILOHskL3v2WVk465VXPLAz1/buBZ58Uv4/ZoxcOqZ26JD0fQOkm+sttxgaDvlO7drAyy/L/4cPl96RpjJ0KI49PgE3R27GwEeL4PRp+V779lsZKtGmjdEBGiw9XZYtsqpd27hYiDzJRy2LHvPiiy8qAC5/9uWYdSA/3TVTUlJUQkJC1s/x48fZXdMT4uOlG5N1Ss2gIKUeeECpI0fsnjZ7tq37yOTJxoSqlIRr7UI6e3Yhd5aUpNRDD9neWLt2nIyBvC4lRakhQ2ynXZ8+Hpjs8fPPbTucONEjcTpz5YpSjRrZJuvVYjWRvn0l4NatNelXSp6UkmKbr+OJJ4yOxiY2VrpiWi/byEiZR4mnaDbPPafUDTco9e+/RkdC5Ba/nV3z7Nmzat++fS5/UlNT7V7DMXkmcuiQLI5n/cYpXdph7ukJE2RTaKhSa9caE+azz0oMTZt6YDWDLl1sie2oUUqlp3siRCK3fP65rIQAKFWxogdmzXvzTdv166XlFR55xDYWNi7OK4fwvIQECfzkSaMjIYP8+qutqN+0ydhY0tOVevdd27i7oCA5PU+fsig1Y4ZS27YZG6BZ/PSTrTzLOZcAkUn5bZJXEEzyTGjbNqW6dZOkJweLxZYHlisndyJ96dgxmf0ckPK/0H77TamYGPmXyAB//qlUw4a2uszddxdikgWLRamnn7bdiVm1ypOhqsmTbZVSD+/a80w3ywYZbeBAOX+bNJElUI3w119KtWplu95vuilbTvfee/LgNdfIJGmBLDZWqTJl5PMYOtToaIjcxolXAMTGxmLnzp2IjY1FZmYmdu7ciZ07dyIpKcno0KhFC5ltZdQo22MbNwJduyLonwOYNg1o1kymg+/dWwaI+8rrr8vs5x07Aj16FGAHKSky7s6qY0fg4EH5l8gALVvK6ibDh8vcAgsWAA0aAM88Axw7ls+dBQUBH34I3HuvjGPp21cmKvCAVauAp5+W/48fL+MKTUspCfbNNw1bXoLM5733ZKmdv/6yzcHjK0oBn38OXHcdsHUrEB0NTJsGrF0rX7kAgAEDgAoVZNCrdX2gQJSeDtxzD3D+vHw4779vdEREnuejpNMQAwcOdDpm77d8tKiwJc9HLBYZywIoVbSoUp98oo4esWTdZBs40Dc3zffskQWXAVnaId+OHVPquutklfe9ez0eH1Fh7dxpv/BxSIgMj928OZ/X2NWrSrVtKzso9MBVpXbvljWbAaUefNDkjWSZmUoNG2Zrcty+3eiIyESmTbN9lfnqayApSa4b63V9660ueg4vWWI7dwN1qYARI+QziI5W6vBho6Mhyhd21/QQJnk+dPiwLDRk/Zbq0UOtX3g6K+n69FPvh9CrlxzrzjsL8OKtW5UqX152UKaMcQMKifJgsSj1yy8yqYn1cgOUatFCqalT87Em5JkzHulT+c8/Mv4OkLzR1L3IUlNt/cmDgmTQI1E2FouMRgCUat5cThlv2r9f1pG03rR55x03bpI8+qi8oEYNGU8aSObN4zg80hqTPA9hkudjmZlKffyx3AIFlKpcWX099HcFyOQRv//uvUMvXaqyjnPgQD5fvHy5UsWLyw6aNeMsXaSNbdukBcA6DtU6A9+DD8okLfkaV3T5cr6b4PbvlyGr1nFM58/nL36fOn1aBjhZC4q5c42OiEzq5EnbcK8XX/TecRYulOvVOrGS2w1ziYmS4AEyI0sgOXpUpu/15h+GyIuY5HkIkzyD7NkjA8MBZSlSRL3Qeas15/PKbHupqUrVrSvfd88/n88Xf/WVbWmIm2+WL08izZw7J7Px1a5t37pXurQsxfDrr3ksZfDPP0rVqyfzs7tp40bZPyDTz585U/j34TVr1ypVqZItC16xwuiIyOS+/97W4Lt4sWf3nZam1PDhtuu0fXulTp3K507WrpXggoICb3jB5csemDqbyBiceIX0ds01wB9/AH37IqhHD7z6fQs0aACcOiVjpbOvW+oJH30kc6NUrJjPsehLlgAPPSQB9e8PLF0KREZ6NjgiHyhbFnjuOeCff4ANG4Bhw4Dy5YELF4CpU4HOnYHKlYEnngB+/dXJNbhqlbz4pZfkunDBYgHefhvo0EH237q1LMpcvrz33l+hJScDp08DjRoBf/4JdO9udERkcn36AEOHShr2wAPAvn2e2e+JEzKP18SJ8vsLLwCrVwOVKuVzR+3by4X4229Aw4aeCc6szpwBfvjB9nuJEjILFZEfC1KK04K5kpiYiOjoaCQkJCAqKsrocAKPUjJbZbFi2L8faNcqFSlJ6XhsRAmPTYYVGyv1tqQkYMYMYODAfLw4PR247TaZCnTCBJl5kMhPZGTIzHxz5wKLFklCZlWuHHDXXUC/fsBNNwFFQpVkgJ9/LhWo338Hrr3Wbn8WC7ByJfDyy8D27fLY3XcD06cDxYv78I25IylJpijs1Mn22KxZwJ13yvsjckNaGnDzzcC6dUCdOnIDpUKFgu9vxQq5n3j+vMyeOXMmcMcdnovXL128KNfxX3/JNdy/v9ERERWKu7kJk7w8MMkzEaVwrNNAXFj7N27FUnwwrwruuafQu0SvXvLFecMN0pqQ5829lBSgSBEgJER+T0+X34n8WHq63PBfsMAx4YuIANq2BTrckI7HF3VHud2/wVK9BtLWb8E5lMP+/bbXHj4sr4mMlJaIhx4y2b2Ry5eBL78E3npLEr3Dh6WJn6iAzp6V1upjx4DGjeVaKFs2f/vIyABGj5alRQCZ9X/BAqB2bQ8Gun+/tHa99JIHd2qwc+fkS/7PPyW7Xr8eqFvX6KiICoVJnocwyTOR48dlAaCzZ3EcVdG32DJM39oEjRoVfJczZwKDBgHh4cDOnbJ2mEvnzwO33y4td598YrLaKZFvWBO+hQsl4Tt/3ratNM5jM9qgDg5jPdqhK1YhDeFZ2yMjgYcfBl55RVoDTePUKWDSJGDKFODSJXmsdm1gzhypoRMVwqFD0jvy9GnpGbl0KVCrlnuvPXBAvqf++EN+HzpUlnUrWtSDAcbHS1NjQoLc5HjkEQ/u3CDHjgHdukk38jJlpNDK0buASEdM8jyESZ7JHD0K1asXgvbvRyIiMbzyQny4tzuiowu0K7RoIfW5t94CXnzRjRf07CnfuCVLStePmJgCvAki/2GxyLrK69dLD819+wC1dx9+vXo9opGId4NewOe13sYNN0h9q08fk3XN/Pdfufi//9420LBuXRmg+NBDbKUnj9m/H+jSRe4nlCkDfPqpdHfO7V5hYqIkc++8Ix1IoqKkN/S993opwDfekObCkBC5e3PbbV46kA/8/LMMhDx/HqhWTX7P8y4ukR6Y5HkIkzwTungRabfdibCNa5CBEEyp9yEe3TkMRYu536qWmgrceCOwbRtw/fVSQQ0NdfGCbduAW26RwdvVqgHLl8vkMETkQCkgdfHPCH1nPIK+XYiQSiaeUeXcOaBqVRk81a6dJHe33cZJGcgrTp6UMXTbtsnv7dvLUNb27SXxu3RJepUsXQp8840MJwNkXN+0aV6+r6iU3NiYOVOaCVetki9K3cTGAjVryh2o5s2BxYvlGifyE0zyPIRJnkmlpSH+riEou3QmAODbWi/g9n1vIyws75daLMCDD0ovrNKlgR07JG/L1YoVQN++wJUrQNOmwE8/yTSDROSaUubq0nzpkjSf7N4tBYDV9OnSrN+smVGRUQBJTZV5usaPl67PrtSvD4wbJ5Mc+eRSSk+X5vZly6Rv9dKlkoGaXWambZw8AAweLHduP/zQw/1aiYzHJM9DmOSZmFI4PPR9VJnyKnpgBaJu64i5c113BbNYgKeeknpeaKh8j3Xr5uIYn30mc8lbLEDXrsB330mfGSLKn1mzZNaJFi18f+zz56Xf2+TJ0gcOkIkYWrb0fSxE/zlxQr6LFi+WLs/W2ljt2tKofN998rWTPXfxieRk4NZbZQxb0aLy7/XX+zgIN/3zD/D119L6uGKFrYcNJ0QjP8Ykz0OY5Jnf2m9OoPsjVZGaKjfi5396HvXalnF43sWLwKOPytAbQLrC3H9/Hjv/6Sf5shs0SCZkcKepkIjsTZsmF1+ZMsCaNZLs+cKVK3In/913bcldo0bAyJGy4KbLPtpEvpORIZO5lihhktPy6lUZMHj5sgxPiIgwOiL5gH77DThyBNizR8qSgwdt24cOlRs5RH6OSZ6HMMnTw++/A717A6XP7cdWtMLaZsNR7M1XUfuacFy4IDf4Pv5YhtSFhQFffeUiwTt3zn7av23bpPXBTN3OiHSSmCiDirZskRXP162Tfmje9Pff0kwfFye/N2sGvP46x9sRuSstTfqWRkbK71euyPSgdep47hhXrsgX+IkTMiPNqVPyRX32rHwX33OPXLeATJJUs6b960NC5Dp/8EHpZsqumRQAmOR5CJM8fRw/Dqzt+gb6/zMaAHAENfEqxmE+7oEF0t+lQQNZ8LxNGyc7OHhQ5nVfsQLYtcvxy4SICu7iRaBzZ5lVolIlaR1o2tR7x0tNlQs+OFgGNd1zD5M7osJ47jlZZuThh4ERI/K33tzFi3Lj5a+/ZO2IXr3k8SNHXC/29+CD0tUbkHF3bdsC1atLotm2rYwXLFmywG+JSEdM8jyESZ5elAL2j12Iim89g1JXTwMAjgXXwMpaj6Pso73Rc3h9hIdne0FSkswgNm2aDNCzThQxcSLw9NOGvAciv3XunMwh//ffMrZ10SJJ/Dxh61YZQzt1qq2/24EDcrOG3ayJCiczU9aI/ekn22NNmwIdOkhPlwYNbHdPU1NlnNyhQ9KtctcuuQtrdc89wLx58n+LRda/LV9eJjSrUkUWLS9fXn5q1JAfIsrCJM9DmORpyjoW5/33bQsbX3ut3EUE5AurUSPg8GHb2liA3F2cMAFo0sTnIRMFhEuXZA75detkYoRDh/KY3jYPBw7I+l7W2TI/+wx4/HGPhEpEOaxbB7z9tqw7l5lpe7xDBxkjB8h3akSE49Sh1avLd+vNN8sMaERUIO7mJmYY3kvkecWLA6++Kl1K5s+XWVayzw4WFCSVQ0Du9PfpAzz2GFCvnjHxEgWKkiWlgjhkiCz6VZAETylg82a5kbNwoW1awoED9V7Amcjs2reXn/PnZWjDn39KS1325UdCQ4EBA4BixaSFr2lTmWyJ3SqJfIoteXlgS54fW71akrqqVTmpCpGvKSU/1nFya9YAb70lK0N37Zr7WihXrwKtWkk3MKvbbwdGjeKSCERE5PfYkkeUly5djI6AKHAFBdnfXPnoI2nh+/lnIDxculNXry6tAkFB0iIPSOtAhQoyYUO/fsCzz7J7NRERUQ5sycsDW/KIiHzgyBFZ4+q774Bjxxy3JybapnI/eFAmZYiO9m2MREREBuPEKx7CJI+IyIeUkslY9u2zzchXvLi02uXWhZOIiChAsLsmERHpJyhI1t/KzxpcREREZIcrwxIREREREfkRv03y/v33XzzyyCOoWbMmihUrhtq1a2P06NFIS0szOjQiIiIiIiKv8dvumvv374fFYsHnn3+OOnXqYPfu3Rg8eDCuXLmC9957z+jwiIiIiIiIvCKgJl5599138dlnn+HIkSO5Pic1NRWpqalZvycmJiImJoYTrxARERERkaHcnXjFb7trOpOQkIDSpUu7fM6ECRMQHR2d9RMTE+Oj6IiIiIiIiAovYJK8Q4cOYdKkSXjsscdcPm/kyJFISEjI+jluncKbiIiIiIhIA9oleS+99BKCgoJc/uzfv9/uNSdPnkSPHj3Qr18/DB482OX+w8PDERUVZfdDRERERESkC+3G5J07dw7nz593+ZxatWohLCwMAHDq1Cl07NgR119/PWbMmIHg4PzltVwMnYiIiIiIzMBvF0MvV64cypUr59ZzT548iU6dOqFly5b46quv8p3gERERERER6Ua7JM9dJ0+eRMeOHVG9enW89957OHfuXNa2ihUrGhgZERERERGR9/htkrdy5UocOnQIhw4dQtWqVe22adZDlYiIiIiIyG1+239x0KBBUEo5/SEiIiIiIvJXfpvkERERERERBSImeURERERERH6ESR4REREREZEfYZJHRERERETkR5jkERERERER+REmeURERERERH6ESR4REREREZEfYZJHRERERETkR0KNDsDsrIunJyYmGhwJEREREREFMmtOYs1RcsMkLw+XL18GAMTExBgcCRERERERkeQo0dHRuW4PUnmlgQHOYrHg1KlTiIyMRFBQkNHhAJAMPiYmBsePH0dUVJTR4ZCX8O8cGPh3Dhz8WwcG/p0DA//OgcNsf2ulFC5fvozKlSsjODj3kXdsyctDcHAwqlatanQYTkVFRZniZCPv4t85MPDvHDj4tw4M/DsHBv6dA4eZ/tauWvCsOPEKERERERGRH2GSR0RERERE5EeY5GkoPDwco0ePRnh4uNGhkBfx7xwY+HcOHPxbBwb+nQMD/86BQ9e/NSdeISIiIiIi8iNsySMiIiIiIvIjTPKIiIiIiIj8CJM8IiIiIiIiP8Ikj4iIiIiIyI8wySMiIiIiIvIjTPKIiIiIiIj8CJM8IiIiIiIiP8Ikj4iIiIiIyI8wySMiIiIiIvIjTPKIiIiIiIj8CJM8IiIiIiIiPxJqdABmZ7FYcOrUKURGRiIoKMjocIiIiIiIKEAppXD58mVUrlwZwcG5t9cxycvDqVOnEBMTY3QYREREREREAIDjx4+jatWquW5nkpeHyMhIAPJBRkVFGRwNEREREREFqsTERMTExGTlKLlhkpcHaxfNqKgoJnlERERERGS4vIaRceIVIiIiIiIiP8Ikj4iIiIiIyI8wySMiIiIiIvIjTPKIiIiIiIj8CJM8IiIiIiIiP8Ikj4iIiIiIyI8wySMiIiIiIvIjTPKIiIiIiIj8CJM8IiIiIiIiP8Ikj4iIiIiIyI/4dZI3YcIEtGrVCpGRkShfvjx69+6NAwcOGB0WERERERGR1/h1krd27Vo8+eST+OOPP7By5Uqkp6ejW7duuHLlitGhEREREREReUWQUkoZHYSvnDt3DuXLl8fatWvRvn17t16TmJiI6OhoJCQkICoqyssREhEREREROedubhLqw5gMl5CQAAAoXbp0rs9JTU1Fampq1u+JiYlej4uIiIiIiMhT/Lq7ZnYWiwXDhw/HjTfeiMaNG+f6vAkTJiA6OjrrJyYmxodREhERERERFU7AdNd84oknsHz5cmzYsAFVq1bN9XnOWvJiYmLYXZOIiIiIiAzF7prZDBs2DEuXLsW6detcJngAEB4ejvDwcB9FRkRERERE5Fl+neQppfDUU09h0aJFWLNmDWrWrGl0SERERERERF7l10nek08+iTlz5uDHH39EZGQk4uLiAADR0dEoVqyYwdERERERERF5nl+PyQsKCnL6+FdffYVBgwa5tQ8uoUBERERERGbAMXmQ7ppERERERESBJGCWUCAiIiIiIgoETPKIiIiIiIj8CJM8IiIiIiIiP8Ikj4iIiIiIyI8wySMiIiIiIvIjTPKIiIiIiIj8CJM8IiIiIiIiP8Ikj4iIiIiIyI8wySNyQSkgM9PoKIiI6P/t3Xd4FNXXB/BvCgk1ofcOAtKCgiCgiIA0RQTsBRBeLBQFFBVFiqIoCoqIID9FVJqigkpREQEp0gm9hk4gkADpdee8f5xMbjZ1y+zO7uZ8nmcfwpaZm+zO7Jx7zz1XCCGE7STIEyIfhw8DYWFArVrAqlVmt0YIIYQQQgjbSJAnRB42bwY6dgQOHgQuXwb69AHGjwc0zeyWCSGEEEIIUbBAsxsghKcJDwd69wYSEoA2bYAmTYBFi4APPgAuXAC++QYoVszsVuaNCDhwAIiIAOLigBIluP3NmwMBAWa3TgghhBBCuIMEeUJkEx0NPPAAB3hdunCaZokSQNeuwLBhwOLFQGoqsHQpEOiBR8///R+wYEHu+6tXB158EXjlFf59hBBCCCGE75J0TSEyEXEgdOkS0Lgx8PPPKiAaPBhYuZJH8H76CRg0yPMKsixezAGevz/Qrh3Qsydw111ASAgQGQm8/TbPMYyKMrulQgghhBDClSTIEyLTL79wABcYCCxZApQta/34/fcDy5erx194gQNDT3D2LDB8OP88aRKw/f1/sLbaEGx+fzOuXSUsWsSjeSdPAu++a2pThRBCCCGEi0mQJwQ4BXPcOP75jTeA22/P+3l9+3KA5+8PfPUV8Oab7mtjfjIygNGPXEKNuCPo0CGzTd9+y5MHO3VCUIc2eEr7HosXpgMA5s/noFAIIYQQQvgmCfKEAPDFF8CZM0C1ahzkFeSRRzhQArgYyx9/uL59Bfn8zUhM330vNvl1xg9vH+K5gs8/zxP0SpQA9u4FBg5E5xeaYFqzRUhPJxnNE8IsN25wdSchhBDChSTIE0Veairw8cf88zvvAKVKFf6aoUOBl1/mn197zbz5eXtXX0bPj7qgEU6iRIWSqNmkND/QoQPwv/9xOdBp04AqVYDTp/HG4WcwEe9g0SLgyhVz2ixEkXTsGOdU16wJPPmkyvUmAs6fN7dtQgghfI4EeaLIW7yYC5NUrw4MHGj76yZO5Hl7Bw8C333nsublK+FcDEL6dUUTHMe1krVRascGoG5d6ydVqMBDkxERXHklMBC1ahDS0oC5c93fZiGKnOPHgYcfBm69lQ+6pCTO975xgx+fNInXONmyxdx2CiGE8CkS5IkiTdOAjz7in8eMAYKCbH9t+fLAW2/xzxMm8LWb2yQn43LbB9Ew/SgiA2oieOsG+NWvl//zS5UCpkwBTp5EyMzJAPh6MyXFPc0VwlmXLgFff83/eoWkJE6bbtaMS/X6+QEPPghs2MA9Q+XLA+npwNatQHw80KMHsGmT2a0WQgjhIyTIE0Xali2cRVWmDPDcc/a/fuRIoE4dHgn85BPj25cniwWXOj+FW65uww2UReTXfyCkVf3CX+fnB9Sti/79gVq1gGvXuKKoEJ5u1y6gdWueZlq7NtCnD8dGHu3LL3nyrsXCwd2BA8CvvwKdO/OxCPCaLKtWcYCXlMS/2O7dpjZbCCGEb5AgTxRp337L/z76KK8nZ6/ixYH33+efP/wQuHrVuLbl59LxBETuuYxUBGH5U7+izaBmdr0+MBAY3yscv6EPls+/4aJWCmGMbduALl14fccKFXj0fdUqXgOye3dg+3azW5iPl18G5s0DVqzg4K5587yfV6IEP+fee3lEr2dP4MgR97ZVCAFER/MJRggf4fNB3r///os+ffqgevXq8PPzw8qVK81ukvAQFgtfewHAU085vp3HH+dRhvh4LtziSkTAs6NDcY9lPUY1XofBCzo5tJGhmwaiD1ahx6Y3peaD8Fg7d3LMk5DAgd6ZM8DRo8CwYdxZsW4d0L498NhjwOnTZrc2B39/Ttd86KHCn1uiBJ+M2rYFYmKAbt088BcSwsc98AAQGsodLu+/z6PqEvQJL+bzQV5iYiLCwsIwZ84cs5siPMyuXXw9FRrKowKO8vdX8/q+/BI4ccKY9uVChK+/5gtbKl4Sr/7Wya45hFn8/BA0/3MAwHP4En9P9dShEFGUXbjAWY7x8XzN9fvvnFbdpAlnQZ48CTz7LGc+/vgj3+8RS4P88QdHpfYqUwZYu5ZH/C5f5p+FEO6haXxSSUgANm7kCfd33MHrKg0fDuzZY3YLhbCbzwd5vXr1wtSpU9GvXz+bnp+amoq4uDirm/BN+jVU9+48NcYZ994L3H8/L0xe2Dp7DiFCct/HETdiPIKRgvfeAxo1cmJ7nTrh1F2D4Q9Cu+9HmrcGhBB5SEriAbCoKKBlS+C334CSJa2fU7cusGABsG8fcN99XMNk4kST1608epQj06ZNC12j5JdfgO+/z1GwqXx54K+/gNWrgREjXNtWIYq6uXN5sVsi7q2NiuKiSF98wSegMmV4DsbcuUDv3kBsrNktFsIuPh/k2WvatGkIDQ3NutWqVcvsJgkXWbOG/+3d25jtTZ/O3xMrVrigGvry5Sjx+48YlfYx+jU7mbVGnzMqff0BYhGCZil7cPm9Bc5vUAiDvP46sHcvUKkSB3ilS+f/3LAwjov0Y2LECCA52T3ttKJpnJ6Zns6RaZUqeT4tNRV48UVgwABesqVWLf59z53LfEK1asadlIQQeVu9miunjR+vLgYCA3kk/cUX+Ys8JoZ7jYYN49zx0FBz26xLTgaWL+eqcUIUQIK8HMaPH4/Y2Nis24ULF8xuknCBqChVxK5nT2O22bQpL5IOAK+8YmAqf3Q00oZxr/40vInXvm+BgADnNxvaqAp+uHUKACDkwzfVul1CmOjPP4HPOZsYixZx9VpbvPsuUKMGT2XTiyG51TffAJs385Dj55+rCprZXLwI3HMP12Px8+N10a9f5w6i+vWB/v15hQV9nXScOgUMGgQkJrr3dxHClx05wpPpNQ0YMiT/TpVixbjy7fz5tp+IXC0qilOHHn2U19689VYOVHfulPmDIhcJ8nIIDg5GSEiI1U34Hj2l6/bbgapVjdvulCk86rBzJ6eSGSHjldcRFBeNg2iOhJffwm23GbNdAAgaMwKH0RSlkqJldXRhuvh4vuYCgFGjOJXaVmXKALNm8c8ffujmTu6rV4Fx4/jnKVM4lzSHDRv4fLNjB1C2LFcIPXuW661068bXZytWcIGZVq2A33/VeEmF774DJk923+8ihC+7eZNTMRMSeDkTvcfFVqtWAaNHZ+uJcbMhQ/gkUro0B6HHjnHKabt23IMkRDYS5Ikiaf16/rdHD2O3W60aX+MBPDcvJsbJDW7ZgsDvOFqcWPlLTJzqSKWV/D04oBhGBXyBFzAXJ/q9bui2hbDXtGm85mSDBnzdYq/+/blTPj2dayW47Trs1Vd5JDwsjC8As0lP5xitWzdemzIsjGs49O4NBATwFL5164DDhzlLrFQpXlLvwYf88XvnGbyRTz7hyYdCCMdpGvD001xgpVYtrthkz4T8s2eBfv24N2n+fJc1s0Bz53Iwt3cvn1CWLuVRvdKlgbvvNqdNhdiwgSuPR0aa3ZIiiIoQALRixQq7XhMbG0sAKDY21jWNEm6naUS1ahEBROvWGb/9tDSi5s15+88959yGkhvyhubj/+jXXw1ropXu3bmtH37omu0LYYuICKKgIP4sOvNZP32aqHhx3s733xvXvnytX8878/Mj2rHD6qFjx4jatOGHAaKBA4kSEwve3PXrRCNGqNecuP1R/qF1a6KMDBf+IkL4uIkT+VgqXpxo927HtvHBB7yNYsWItm83tn35OX++8OckJxPduKH+/9tvROPGuaxJtoiMJOrbV53LypQh+u47U5vkM2yNTXx+JC8hIQHh4eEIDw8HAJw5cwbh4eE4L4uDFVmnT3N59mLFgA4djN9+sWKAvmLH/PnA4sWObSdjdzi002dwDRWxufcHePBB49qYXZ8+/O/ateAJ3QcPumZHQhRg8mQgLY1HvPTPpCPq1QPefpt/HjvWDVNNmzQBHnmEh+Hats26e8sW4LbbeO5v2bLAkiXAt9/mrhKaU7lywOzZXIwFAO7eOwupJUJ5+G/2bNf9HkL4usqVubjK/Pm8uK0jXnuNR/PS07l60tWrxrYxpwULOLXhl18Kfl7x4nyiAXiksm9fXttp9WrXti8fW7dyevqvv3I2bIkSnI4/cCCfn83Kdi1y3BR0mmbDhg0EINdt0KBBNr1eRvJ8z1dfca/SXXe5dj/jxvF+goKINm2y//XvvENUC+eob+m/KTLS+PbpIiK4nc0DjpCldl2iGjWI4uNdt0Mhcjh1iigggD+Hu3Y5v73UVKJbb+XtPf+889uzSbZRtthYojp1eP/33kt04YL9m9M0oldfzfwd/L7kH0qVIjp3zrg229qQn34imjSJ6I03iOLi3Lt/IYwUEeH8NmJjiRo35mOyc2ei9HTnt5mTphG9+64aBnvhBfteP3Ysv65aNU4PcKOtW4lKlsy8rmhOdOgQkcVCNGGC+nWmTHFrk3yOrbGJzwd5zpIgz/c8/TSfZCZMcO1+LBaiAQN4X+XKceqWrfbtIwoM5NcuXuyyJmZp3JgoGMkUX7ke73T8eNfvVIhMQ4fyx65nT+O2uXGjuqDYuNG47WZJSsr3ocGDeb/16jkXE2kap3j6wUJb/e/ijY4Y4fgGCxMVxbmyCxda31+7tvpj9ujBOemiSMvIIDpzhm9nz3Lfw7lznFl44ULhacle78gRotKl+Zh45RVjt61pqpcYIHrrLb7PHklJRI0aqTxxN9m/n6hsWd5t9+5ECQnWj3/6qfq1li93W7N8jgR5BpEgz7doGg9UAUR//+3kxq5e5WGHAnrxkpKI7ryT91e/PtHly4VsMzWVMp4eSK/XXkIAUb9+9p/bHTFmDLdxVpeVavjx5EnX71gUeWfPqg6NrVuN3fb//R9vt2FDgy86NY2oSxeiRx/NdVD//DPv09+faMsW53eVmkrUtStRExyhj0Km0NULKc5vNC9z56o3omJF6xPP2LF8oah3zw8a5J4Tk/BIx46pkfL8bqGhBnzHGiE+nuj++x1LpynM8uX8yw4fbuzxoM/7A4hmz3Z8O9u28YkI4Dl6LnbiBFGVKry7jh1zB3g6PX4tXdq+zm+hSJBnEAnyfMvJkyqGceii7+RJotdfJ7rtNnUSbtKEaMWKfE/yUVEc4OmpC9HR+Ww7Lo5i2nAVlASUpCbloygqyoE2OmDdOm5f1Soaad178H/uv989OxdF2ujR/HHr0sX4bd+8SVS9Om//1VcN3PD336sCDtnSvy5fJqpQwfjB8Js3Vaf8ffcZXH9F03ikQD+f3Xor0ZAheZ8gV69WebVvvWVgI4S3WLOGKCREfVxKlODDoHhxouBg/m7V+wrKlvWAi3i92EqDBq5Jq3S0gEt+5s9Xf9yPP3Z+e3rOd9WqRDExzm8vHxcvqhT1sDDrGjA5pacTderEz23fnrOehH0kyDOIBHm+5X//4xPL3Xfb+AKLxfpstXmzdXdliRLq5/bt8/1Gi4hQF5u33269yeRkoh8+u0JHS96eFeD1CVzjsmqaeUlJ4ek+ANHBn46pb+lVq9zXCFHkxMerC8Y1a1yzj99/VyNrO3casMGYGKJKlXij772XdbemEfXuzXe3asUjcEY6eFANpE0cn8YBl7PS0lRuKUA0eXLhIxL6pGaA6MsvnW+D8AqaRjR9OheR1UdqrlzJ+7nJyUQdOqhR9Hw7Nl3t4kX1Hf3TT67fX1ISz7VwxvDh3N433nB4ExERRNeuZWtTkyYuPV6vXVMju7fckv/nIrvz51W26+efu6RZPk2CPINIkOdb9OuZN9+08QXDhllPeLZYeF2E77/nbvubN7lHu0QJrg989Wq+mzp6VF0btm5NtGwZp5PdFhpBJ9GACKAoVKIPBuy0qWKy0R58kNs2bRqp3r+GDTkCFMIF5s5VHzNX9uY++aQaSXc6+Bo2jDfWtKnVxj77jO8ODuZCA66waBHPnd2LVryzDz90PE3MYuHReoBH5/73P9tfO3kyjww4e0ErvEJqKtEzz6jYftiwwo+jqCiiunVVbRKjOz1s8vzzKiJ1dXpxQgKnI5QuTfTff45vR9MKzAzKT0wM0RdfcF8zwJcj8+dnbmbHDufWpSlAQgLRHXfwPmvWtK8u1OzZqq22BIZCkSDPIBLk+Ra9IJZNA1T//MNPrlCh8G+oS5dy96x//HGusnrh4VyERf+ybI4DdAnViAC6Xq4eXdt2wr5fyED6RWrXrsTVw6pW5UVuCghchXCUphE1a8afuU8+ce2+rl1THSyTJjmxoW3b1MH7779Zd4eHc3AH8HHkSqNHE03B21ntsIx6yfH8zc8/5+HB33+373WaJucFk1gsPOo9aBB/n4WE8HfKAw/wHDijY5nYWP5O0PsCPv/c9n0cPMgX8AAXV3LrNM6ICJWR4or5eDklJnIpXX1Coj1lgk+ccKiYUWQkD6z37cvL9uU1N/K++3jesytYLET9+6vLpKNH7X9969b8enuLhxZ1EuQZRII83xEdrU58haaPZK/B7kg1u7/+Ut36nTvzyNgPPxCdPk27d2lUtSpXNl7Thi/WtBYtyKXrJNjgyBHV5KQkIrdMCExN5SsBKeJQ5OhriJcqxQPirrZsGe8vMJArwNktPZ0nmwCcEpApMVFlQz3wgOs/yunpfIE/BjOyTmhpfR/mHDlb5GygI+s75LR1K9Hx485vRxRo82aili0LLnjSs6dxNbMuX+bUY/04/fNP+7exerWq/fHRR8a0yyYDB/JOu3d33z4TEnguCMCRty0j3UePcoT0wAMFVuzN7uBBorZtc7/3rVqpvuUZM3ieJMCDi3PnZmZLXLpkWK/a66+rGgeOFpnatEmdlwuaxyesSZBnEAnyfMeqVXwyadzYhid/+CE/uVIlx9aY2btXnexz3mrVIsvqtXytpWm8LzevY5MXTVPzBl1eFS0tjbsg9dLsbdpw9RdRZDz8ML/1L77onv1pGtFDD6l0abtrMJw4wflI5cpZjWI99xxvs1q1bPNgXEzTeJWDgUFLKRXchZ/S/p78r5I0ja/Cnn+erw6NLMDw9998NVmvnns6hoogi4VHoPWvkNBQopde4hG9Y8d40GjkSL7Y1i/qFy1ybp9//60KaVSu7Fx9kVmzeDt+fkS//OJcu2xy7JiKLA2ZiGuHuDiVM1mhAkdk+Tl3js8pAOc82rDeSkyMSoPVXzZ5MtGBA7mfe/w4rwesP/eBTrGUUb4i/2flSid+SaJvvlHbdfazpvenL13q3HaKEgnyDCJBnu/QC8hl64TP2/nzqsJBzvWi7KFpfOb9+mu+km3TRuVU7N3r+HZdSJ93YVUZMDKS/2jZ0tMclpHB3wgNG+YOfl1RXlF4pOhodSiEh7tvv5GRag2n9993YANxcVbzbfQK6n5+5pSL37OHqH+59XQTXL0muVOOUYvjx4nefpsDsOzHmpFr7UVFceVCfbKWMNyLL6q3bsiQ/DNRTpwguuce9dzRo+2f63r1KtFTT6ltNGhAdOqUc+3XNP7IATx93eVxl/498/LLLt5RPm7e5O97PULW8xgtFl4FfOhQzqPUc8hvvdWmHqKMDB6pBbhity2D8BYLB9l6/ZkZxXj4TatWzeGhs337VHr62287tAkr+ojgE084v62iQoI8g0iQ5zv0dPlCC0zpQwx33WV87lVCAo9YeWjN4G+/Vb2DWUaO5DsLq4tsC71ymD5KOnMm92a+/DJPDtdFR3tA7W3hKvr8z9tuc/++Fy7kfRcr5lxfy/r16kLn9deNa5+9Tp8mur9mOB1BE+pTJ5wLGBw6lDufq3RpzvNct87gNRiI0zUBHj2xd2KOKNCJE6qi5ddfF/78jAzrUb+Hbczk1TSOi/QlQPz8+NRvVCp1ejpRr1687SpVXDdPzGNcv875k2XLWke15ctbH5d165Ktldb01SCKF7e/c+zkSb6kKY4kOgZejyX+8aH2bYT486D36TzwgDGXMvrpIzTUoamJRZIEeQaRIM83pKdnWyKggOwJOnGCZ5cHBDg4cce7XbyortWyMkivXlXDH1WqEC1ZYnvwm57OM/d1O3dyutv773P9/PyMGcPvwbBh7pmwJdxKX2bS0CIlixdzD/ncuXzs5hPIaBpRv368/6ZNbZgGs24dpxZnu5rZulWdTx580PwLk7NnierWyiCA52xdPHidtKAg0gIC+Mp6yZL8VyY2St++/Afp18+1+yli9BEwe5ctXbxYjZaHhvK6ZMOHcyB3+bL1c6OjVXVlgKhFC9eMtsXFqTmFzZtbfzUYxpQynvm4di33dcTkyUTvvMO9Tf/8Y/OCvfpSMAB3xjoiI4P7VbsEqaWg/hy3zuav8+znzjp1jMv6zsjgAU+3TBXxERLkGUSCPN+wdy+fQEJCbOh5OnCAaxEXUXoRCau5E//9px4AONWkoNn9qal8YVy/PncHZ1fYl5qmET3yiNrXY485/LsIzxMerkbSDJnDpmlEU6fmTv/dvl09Jz7e6sC/epX7K4ACMrosFi6WpE9U/fRTIuIUSX1tv/vus73eiaudOqV+J4DoAfxGtYKuUNOmnO63Zo3xA3hWDh9W86C2bXPhjoqOGzdUZ4IjF7/r11svXK7f/Pw4rXPePO7DqFWL7w8KInr3XdfGSefP8/xVl8zH3bqVqEYN+5YDIQ589UFuT6wBFhGh+lmHD3d+e8eOES2vwr0Hp1GXBg2ItylJZ+ZM9TkxuhNgyBDe9ksvGbtdXyVBnkEkyPMNc+bwCcSdhba8ld5znDM2o5QUvgLQc9SCg3OX1EpJ4ZEUvaAKwFcQjqy19+efKk/J0dJdwuOMHs1v6YABBmxM09SajgAXPOjWjbuFs1+pDh/O9w0dynNLNY1Wr1Yv++uvHNtdu1ZV0tQnJsXF0a5dagmUu++2uRPebXbtsj70ct7q1CGaMIGX+Vy1ijOlDb2oHTpU/XE88WrZy8yYoUa9HP1z3rzJsc+iRXzs3X573p+NW25x37KH+upEfn4G9gdYLGpC4lDb0hATEji4y/53aNaMY0RPObZTUtQyA3feaVwAnnEjjm6G8sliMiZSnTr8Ocnu5k2uz/LaazwSHBDA7Zgzx86dJSQU2vCVK9U5Sk4dhZMgzyAS5PmGp5/mE0i+a2SdO5d3eaoiSC8m0bJlPk84eZKj5WbNVJ5acjKvbFqjhvq2rFqVu/6cSRPTF55u3dpj5zEK26WkEFXMLO5m01qVhclekWLmTHV/zquEnHXnGzYkmjqVxj99ngAerIuJIZ5Ppk8cAniRr8mTiWJj6b//1KjInXe6KNXMABYLj9ilpXEa54oV/GfKvj5n9lvNmkRjx/JAnNMuXOBhmg8+cKB8qcguI0NVUZw/39htnz3Lpfb1dWOfeMKmwo6GGjxYBbCGpDt//LGasGbDhL+9e1VVR39/TkPUR031Q3/IEC7xb+ZXz6hR3J7y5W2eume7P/6gyEdfomZ14rP+Dm+9xX25d92lgrrstyFD7AzC/vuPexAmTFD3aRp/AWQL/BIT1ZIPcilWOAnyDCJBnm+oX59PHn/8kc8THnyQz2iFVmXxfVeuqF7WfHPuNc06106fEa5fMX/2mc1r/hTaGH01XWcqnQqPMG8ev5U1ahgUAyxYwMftV18V/LzUVM5dGzKEC5BkflY1Pz9aWeYpAjgIOlK1M98fGMjzQjPLGP77r3rZ3Xe7/4LYCElJPE/rscc4zbRFC7VWtH68P/IIH3JO8aQ5UV5sxQp1ce+qUSVNyz0/z12io1WHj0OVbrPbuVN9mOfNK/CpGRm8P32+YrVqRBs38mM3bnCsmLMYbZ06hW7WJX76SbXBkE6xfMTGqo7wnLdGjXiZmAULeC1dmwO8jAy+LtBTuOvUUR/kPXv4vgoVOHVo+3YiTaPevfnu6dNd9Zv6DgnyDCJBnveLjFQXMXnW8NBnNAcGGtSd7f306Xe//mrjC65c4W7hL74wfpLS9OkqZU5G87xWWpoamcic3mYMe1d+TkjgygWdOaC78tTYrKWqWmMXrcSDdFup49S3L6clLVumVlTp0sX19UvcKTmZ06T0mikAUYcOEqd5Ar1UvpmVW13t++9V5r/DC7jfvKl6cR9+uMAoJCKCqGNH9Vnv189qycssFguP4A0dqvoYAV4bzl0iIlTmwGuvuWGHFgutmbSd7riD/y7z5hGdOePgtiIjs86vBPCaHNnXAl67ljN9skeT7drR/GnRBHAldFEwCfIMIkGe99PTD8PC8njQYlE5G245k3oHfYHnV16x40WuSqRPSeHJJIbnqgh3+uor/kxVruzEyERcHI/GOT3clOnkSaJLlygjgy/qRo1SdVZy3nr2NGZw2lPt2cNVGAH+OzhF04hWrybq3dtzKtN4kXPn1HRkZ9eo82SaxqPKAFHXrg58hWgaUf/+vIG6dQtc4mfDBjUaX6YMJ4bYsr/ERJUyGRjICQGuln0eXocObqjem5DAKQoBAc6v4btunSqVWbo0pw/kJT2dU6ueeiorL/Tm488TwKOs3pgt4U4S5BlEgjzvpxd6yLMq1Zo1/GBIiOdOsjHB4sX8Z2nTxuyWCF+QmqpG8T7+2MGN3LjBCzgCXAXARZ0KFgsXMHn/fe6MLlaMBwgcqR3kbX77TQW1S5Y4saGUFFWy0eE3vOiaPJmKzIjGqVNqLtZ339n54vR0TqsOCrJeZzWH3bvViNxdd9k/QmWxcJozwB0hR47Y2U47uXQeXn709YFbtXI8qoyOVpF0y5a2r3WbWYlH8/OjB2vsti+LqIiSIM8gEuR5vzZtCrho6dbNgSEr33f+vJqQ7nE9arLYsteZP58/T1WqODGK98orah7H7t2Gtq8gFkvRqvb21luq38upBasXLKCsyY621GcXRMRTmfQKqfkNgviaadPUoZ1X+mShCojajh1Tc//uvdfxgeXkZB5V0wcNjUomyMld8/ByuXJFLdT+3nuOb+ebb7hgmr1pD089RVSnDn360AYCXLC8ho+RIM8gEuR5t4QEVSHq3LkcD+7fzw8EBDh5NeOb9Mnn+RarcTeLhejxx7lRsqSC10hNVRet2Qtg2iU6WpW+c+uVT9GTns4rUegDpg6vrZeRwRV4AaI33jC0jb7sjz9UbOyzma6pqUSbN2f1nqSlqQK4/fvb0KkSH2/TaNOFC+rc07q188k6167x1HCAqG1b4wviuH0eXk7ffacKGDzzDNHp0wU//+pVLpO6Zo3z+46JIUpMzCqRULdu0epcs5etsYk/3CQ5ORmXLl3Kdf/hw4fd1QRRBO3YAVgsQK1aQO3aOR48eRIoVw54+GGgTh1T2ufJ7rmH/920ydx2ZPH3B8qU4Z9HjwY0zdTmCNssXAicPw9UrQq88IKDG5k9G0hMBFq1Anr3NrB1IqfAQOD774HSpYF//wVmzHBwQwEBwLRp/POnnwJ5fP+L3L76iv99+mmgeHFz2+KUw4eBJUuAiROBRx4Bxo9XjwUGAt26AbfdBixZgmJ+GVi4kO/+5Rdg8eICtksEDBwI3HsvcPFivk+LiQG6d+dzT6NGwNq1QEiIc79SxYrAmjVA+fLAzp3AU0/x9YURUlOBRx8F4uKADh2AqVON2a5dnn6aT9JEfBJo3BhYty738zSNP6hNmvAJftQoICPDuX2XLw+ULInOnYGgIODsWeDECec2KQC3jOQtX76catSoQWFhYdSiRQvavn171mO33XabO5rgMBnJ825TpnCv0OOP5/OEhASiS5fc2iZvoWdbdexodkuykSUVvEr2UTyHK2rGxalF3n780dD2ifzphXKKFSMKD3dwI5qmyhn+3/8Z2j5fdPWqKu2/f7/ZrXGC/sWb/daqlXo8NVUNienl9WfNog/eTsia97ZrVz7bnjWLXxMUlO+T4uJ4pA3gdSBzZfE46d9/efcAZyYaMeJkyjy8/OzaxRVxqlWzHq7UNP5g6kP9+ty7nKuoOyMjg2Y2nkeTMdHYKsw+xqPSNcPCwuhKZgLz7t27qVmzZrQ4M9m8VfYD30U+//xzqlOnDgUHB1Pbtm1pRwETdHOSIM+7de/O56HPPze7Jd4nIkJd5HlUVcEPP+SGVavGaTvCY82dq94qhz9DM2bwRho3diJ3UNhL04geesj5Wgy0ZYtKi7940dA2+hr9o37HHWa3xAlbt6q10Tp04Cho5kyiv/+2fl50NK+6XalSVsCglS9PC2q+TRVwjUqW5AKtNGsWfxBbtlSdPQDR7Nl57j4lRU21r1DBdUVSfv5Z/Zpvvun8tkyZh1eY7BMPLRbrwLxUKf7AGrLgaTaZ54sM+NMLHb25p8O1PCrIa9q0qdX/Y2JiqFOnTjRlyhSXj+QtW7aMgoKCaMGCBXT48GEaNmwYlS1blqKiomx6vQR53isjQw36WPVEJyYS/fmnJHwXQtN40WqAi195jJQUtS7ShAlmt0bkI3uBxVmznNhQfDxfTCxfbljbhG2y12J45x0nNvT887wgn6tlZFhfdG7eTNSrF8/38XCaplbz+fJLs1vjoPh4FQgMHGjba5KSeFG2hg2zAoixrTdm9QtE3P5w7lHB557L8/s7I0MViSxVqsCCm4bQC0oBRC+84Nj6khERaumSceMMb6Jxskei/fu7dLjx5n38Jm72u5uSEuU6LS8eFeR17tyZ9ufIPUhNTaXHH3+cAgICXLrvtm3b0ogRI7L+b7FYqHr16jRt2jSbXi9Bnvfat09VibMaAJg3jx944AGzmuY1nniC/1STJ5vdkhx++YUbVry4FM3xUF98wW9R9eo+XECiCNCXUylWjOjAAbNbk4/kZB42btBApXGnp6vOoAYNXF/33klbt3JTS5b04tV84uN5HcvatXmRcntkZHBpyeefp7RUjZ59lv8e9+N3+q37bNJWrSY6dCjfSq3Xr1PWa4oV4+Xa3GHmTLWmYceORJcv2/7alBRV/bt9ezesh+eMjAzuaHPDQoHa2XOU6FeSCKDwcYtcvj9v5BFBXlxm7fULFy7Q5Xw++VtcWCUvNTWVAgICaMWKFVb3Dxw4kB588ME8X5OSkkKxsbFZtwsXLkiQ56Vmz+aTZ48e2e60WIiaNOEHPvnErKZ5DT0e7tLF7JbkoGm8iFmNGryKtfAoKSk8F6aArKrCFbW1CzyUphH17asqFFosTm7wwgWitWuNaBpf8L//Pq/NoY8y3H23evzAAbVAY0hIZv6fZ9LXc7V1AMyjGTByqmlqvUCA6Omnc4+UaRrRtm1Egwaptfb8/Nw/6L9mjRqNq1HD9hHE7PPwjJ436O1+afMeEUA3SlXn2gnCikcEeWFhYfkGd+5w6dIlAkDbtm2zun/cuHHUtm3bPF8zadIkApDrJkGe99EXL7VKM1q9Wn3hy3taqCNH1ICZxy0Gff68nPw91Oefqwseh0fxvv+eKCxMVsX1AJGRKvXdqdTtY8d4olSpUkTHjzvXqBUr1JU1wKNHs2blPidcvcprQegRwEcfeWTnQaNG3MSffza7JQ5ITHTZ3/Trr9UySF268ADhzZt8jmnRwjqLs0ULTvIww4kTKt02OJgLl+UlMZFo0SJes09v9++/u7et3uCnxSl0GpkdNFOnmt0cj+MRQd7gwYOpdu3adDTH4sX79u2jXr16uXLXRORYkCcjeb4h3/lkXbvynbL4uU00TXWSy4BZwVJSpK4EEQd1+rE3Z46DG7FY1Bpr779vaPuEY4YN47dj0CAnNpKRwSPwejUXR3uOZs5UV8jNmvH6XgXluqWmql8A4JRCD8qNO3WKmxUY6IV9j5pG9MgjnDLjohPgH38QlS6tCnGWLKneyuLF+TO5bZv5sXtsrBr1BnikLi2N27V5M9HQoaqzRL9NmWJumz1VdDTRE1hCBJClTAiXTBVZPGKdvG+++QaDBw/GXXfdhS1btuDEiRN49NFH0bp1awQEBLhy1wCAihUrIiAgAFFRUVb3R0VFoWrVqnm+Jjg4GCEhIVY34X3On+dlmQIDgbZtM+/cvx9Yv57Xbxo1ytT2eQs/P6BzZ/55wwZTm5I/i4XX9Fm/3pTdX7wIvPkmULMm3955h7++i6L4eF476tIl/lsMHerghlav5nW2ypQBXnzR0DYKxwwaxP/+9BMvWeiQgABeBK1iRSA8HBg3zrHttGnDJ/eXXgL27QOeeQYoViz/5wcFAV9+CXz2Ga+3GR/PbfEQa9fyv3fd5fxabm63ZAmwfDmff69ccckuevQANm8GqlUDzp0DkpKAW28FZs0CIiN5qbb27fn7ykwhIbzO3+TJ/P/Zs4GOHYFbbgHuvhv4+mv+6NWrx885fZqXERS5VagAnLz9MczBcKx9Zb1aI1fYxx0R53vvvUfFixenYsWKUc+ePe1awsBZbdu2pZEjR2b932KxUI0aNaTwio9btCiPUtSDB/Odjz5qWru80Zdf8p/tnnvMbkk+Pv5Y5eo4PWHIdvv3Ez3zDPe+5yz+9uyzHjVQ4Bb796uUs2LFnEib0jS1DtPrrxvaRuE4TVOFE7/7zsmNrVqlDhZbq27mPKAcTffcuNHD1oThAqAA0fTpZrfETufPq5RZp8qv2r67d97hderMHrUrzMqVavQR4J+ffZYzYtz4NeXV3niD/3bPPGN2SzyPR6RrXrlyhV566SUqUaIE3X777VSyZElatmyZK3eZy7Jlyyg4OJgWLlxIR44coeeee47Kli2btW5fYSTI804vvMAnh9GjM+9ITye6/Xa+c/t2U9vmbU6c4D9bUJDHXRux69eJypblRi5ybSUuTeOqbfr6i/qtUyeeS/PFF2rtpG7d7C8w540sFv699cIHNWs6uTbupk1qYouJc7pFbvoa1926GbCxsWN5Y+XKFV6Ofd06ztM7dMiAHedg9DpfdkpMVMeOK349l7FY1PSHdu1M/zt6oiNH+Frku+9k+rgj/v6bP17VqmUG9VKmOYtHBHklSpSgVq1a0arM1R3Xrl1LISEhNN3N3VWzZ8+m2rVrU1BQELVt25a223GRL0Ged9InQFsVVtU0J68+iyZNU+udeWwNjPff5wbWr+/YYkU2sFh4eSA9sPP35+I+O3daP2/1aq4roQ8uunA5IdMdP84jvPrfpHdvomvXnNxoz55q4SnhUU6fVvVLnP5cp6aq+vFDhqj7ly/nIa2vvuKek/feUz0njz/u5E6zOX2aaMAAY7fpAL0WWO3anj86ZeXbb7nhJUo4X0RHiDwkJ3MHSHEkUfSTI4kqVuTJesIzgrylS5fmum/Pnj1UrVo1Gj58uCt3bRgJ8rxPVJS66JTzgTHGjDH+GstQCQmqQswXX7hkFxMnqgGml17ia8QsGRm8Xt/u3UQZGbRnD1HVqmqduH37XNIkl9E0Xg5p+XK+fsueKZeRwaO7I0ZwWibAhRA+/dSANKSDB1UEHRHh5MaEK+iFKm2c8VCwU6f4YEpMVPc9+GDu/Ge94ouRPfnh4WqBs5w9NW40YoQX9mlkX4rIkA+CEHm77z4iQKOomrfx523SJLOb5BE8IsjLz5kzZ6hJkyZm7NpuEuR5n+XL1SgKEfHVaj4LqArb7NypLuY9Nu1Er9tftarhjfz998zYAxm0acQPRBMm8OJIuj171MXoE08QWSx09ixR06ZqPsaffxraJJc5fFj/YrW+lS6tRiiz33r3JjpzxqCdaxrP15KS2R7rq6/4fW/SxEUjT7Nm8SSc++/nuZmtW3OZVlfs7Jln+Je5915ThtE0jahePQ/PksjL2bOcNREa6oXlQIU3mT49s8jy7ctVerdU2vTsII+I6Pr162bt2i4S5HmfkSP5XDByJPHCu6VK8SjPqVNmN81rZS+6sGSJ2a3JR2qqumIysHf51Cme8lccSRRe7yHr+ti66GietKinlU2YQETct9CliypG8sMPhjXLcOHhvOCwPrgRHMzX1yVK5A7sgoJ4RGfDBrNbLdwtNlZ9JkwcADPG2bP8YQaMW6DdDseOqeMpPt7tu3dOejovNi+EC+3dy8dISKkM0ho15v989JHZzTKdRyyhUJBy5cqZtWvh4zZt4n/vuQfAmDFc77tBA65bLBzi5wc88QT/vHSpuW3JV1AQr1/QoQPXIjdAUhIwYADgd/M6dpTuhrAzK4HgYGDYsMwPWKby5YHkZK6RDQBTpwLffouyZbk8+mOPAenpwMCBwIkThjTNEEeOANOnA3feCbRqBSxaxGFcv37AwYPA7t1AQgIQEwOcPAlERHCV9KQkPs705TUMkZFh4MaEq4SE8OcDAL791ty2OK1OHbWczuuv83IsbrR6Nf/bqRNQurRbd+28wECgRQuzWyF8XFgYr7gSlxiAkwPe4DtnzABSUsxtmJcwLcgTRVRyMl9ZumghsZgYvjgFgG4Zf/CiTgEBwNy5vD6ScJge5P3xB3D9urltydeTTwJbthgW5I0eDdzYfw7bAzqiZcI2oGxZ4K+/gPnzOfrT+fnx52vwYF40D+BAcONGBAXxUlLduwOpqcBzzwGaZkjznDJ7NtCsGV/b7tjB12yPPMKB3S+/8NpOAP9a5csDDRsC9esDVaq4YImxyEi+4J4yRYI9LzBwIP+7dKkPXGu9+SYf1wcO8Bp+bqQHefff79bdOufPP4G0NLNbIYoIf3+ga1f+ean/U0Dt2tzTuHChqe3yFnLVK9xn2za+qmzWjFcG/esvw4O9zZv537DGKSg7YST/56WXgJYtDd1PUdS0Kf8Z09OBn382uzX58PdXK+ISAefPO7ypZcuAP/53Hv+hPRpZjvHq3lu2cLd7Qd59Vw3dDRgA3LgBf39g3jygZEkeAdMH/Mzy7788yA0A3brxGtEXLwI//gi0bm1Cgz79lAO9des42hQerVs3oFYt7uz56SezW+Ok8uWB8eP553nz3LbbuDg+DgEvCvIOHQJ69uQen8REs1sjioj77uN///ynGDBuHP/ns89cNliQl4QEt+3KUBLkeTlNc3uGiWPS04GnnwbOnOH/b90K9OjBqXV//GHYwaqnar5XehrnllWvzqMDwhBPPsn/LllibjtsMmECpxPpV1J2OHWKR9wuoQauN+nIHRN6J0Vh/P2Bb77hXMY5c4DM1PR69TiLE+DvqchIu5tliMhI4NFH+bzx5JPc1zJqFI/QmeLGDXVx/cYbJjVC2CMggAeqAbfGRXa5ehU4etTGr5ZRo4CZM4G//3Z5u3Tr1vGg9S23qFFzjzdjBv/bti1QqpS5bRFFhh7k7dgB3BwwFHj7beCff1SHrovNm8eXEseOuWV3xnLTHEGv5amFVxITiWbO5EKCNWtyQTqPt2ED0cCBREeP8irl+gqwANGMGYbs4rbbiG7FYcoIyKzt/uOPhmxXsHPnVGEOqyUEXGDbNqL58x1cgD01VdV6Dw7OsWBiwVJSiFrfrhFAdNddROnxyY5VZ82jWl9GBtEdd3Cz+ve3f5POSk0l6tBBVZ/1iEqpU6eqBjm9BoNwl8hIosBAfus8rf7G7t1E5curJUyGDCH66ScHzyUu8uyz3L7Ro81uiY0uXlRrptix1rAQRtBX7Pj5Z/fu97ffVD01T1otxOOra3oLTwvy4uOJPn0nllpUuESAZlXxbvBgD1opIC2NaPJkvkrPz+XLRGPHckncS5fU/Q6Wsr5xgwOQCrhGSY8MJHrgAS9bXdY76OX1MwtIGkrTiNatUxUp9fXN//jDgY0lJRH17avWXfvqq8Jfk55Ov3X8gL7FM1SxvIUuXHBgv3m5dInX99E0Cg9XF8fu/MLSNKJhw3i/oaFEJ0+6b9/5SkzkBW4BosWLzW6NsNPDD/Nb9+KLZrdE2buXq+HmtdRemTL8Pfn33wX0J2Rk8EZcyGJRy3quW+fSXRnntde4wXffbXZLRBH00kv88Xv++RwPuLAs7Y4dqpLwkCGedTkpQZ5BPC3IGzqU6Cl8TwRQtH9FunhrN1rTcSoFI4UAoho1rJfvMkV4OFGrVnxklCpFdOVKwc/P3r2qabzo7cyZdh9Rv/7Ku2zUKPOO1FS7Xi9s88MPlPVZy8gwZpvnzvFgbqNG6oKsWDGiypXV/x97jOwPutLT+eysb+Sdd/L+XCUlEc2ZQ3EV6mY9d8fbvxnyu1FKilra4e23iYjozTf5v9Wqua9jRl9G0M/PA84Rus8+40bVq8fvlfAqf/+t1lD0hKWrDh4kqlCB29SxI9HVq0R//UU0ZgxRnTrWAV/z5nl8NUVHE7VsyaP/58+7rJ27d6u/m1d8TcXGEoWEcKN/M+i8KIQdVq3ij1/duplf4SdOcI/zHXe4JPo6dYqoUiXeZ8+ePG7hSSTIM4inBXmHDhF9VPEDsvj5W31jXe4zjG65Rd01fDhRcrL727d9xhZK8+d1hxKKl6dVTy+lpUs02riRO0ePH+dr3nytWaN+iUGD7PolXn4+mQCNhg93+tcQBUhJURdSq1c7t61//lH9AdkX3R45kgO/uDhOZ9LTJYoXJxo/nujmTTt2omn8In0Hw4apxy5dInrrLfULARSFSvRrzy+M/eLQV5AGiP79l5KTVUCbvTmusnYtUUCAhy0xZLHwNzZA9MUXZrdGOEDT1Od43jxz23L0qOoUats29xrdFgvR5s08EqD3zj/0UI7DXNNUmvfgwS5r65QpvIt+/Vy2C2PNmMENbtJEUqqFKeLjVbbwyZPEPTj6gWzwcHh0NGVdT99+u2euYSlBnkE8LcgjyjzHJiUR7dpF9PHHWZOkUuYuoNGj1bVkWBgHVe5q03sTkugY+Bv/D3SnKricZ8pMzZoFrEuuaUSffqquSNu25at9G/xRuj+txIO09n9G5diJ/OifM2cuUrZtU+dof3/ueZ83L+8RgT17eH6c/hmqUIEHgewa/PnyS86TXLSI/79/v8qbBOg06tJwfE4jhiS6Ji3j//6P93XbbUQZGbRpk/p9Nm1ywf4y/fuv+jsPHJjtonbzZv6jDhnCw7PR0a5rRH6OHuVF5c3okRKG0K//w8LMS2c6fZrn3gHcaXT9esHP37dPXTB++22OB7dvV0PeLppsqM/LtSWD3CMMGsQN/t//zG6JKMLuuYc/hnPmZN6h53Dee6+h+3nxRd5snTo8q8gTSZBnEE8M8nJ55x01zLFvH61dq4aZS5VyfXbFjRs8/W06XiUCKKZ4NZr97g165RWiJ57gA7NRI05N02utNG2au6fVyrp1PFcP4H8LKZwRNe9nIoDSEEhxWz2sCoAPOnxYBWdnzjj2ev3t7dmTO+UKo2mckqtPwNYvLA8etGPH2avFWCxETZrQ9eZ30yOBP1MA0unpp13YUX31Kk+Gy3Z1p8+Ra9y4kBFuBx08qLKsevfOlnKSmpo7f83Pj68+X36Zq1QIYYOYGHVeN6MeR3Q0Hz8AUbNmRNeu2fa6995T81NzZWbqkw3vv9/o5tK5c+pwK2wmg0fZu1c6Y4Sp9GO2b9/MO86fVx21339vyD6OHlVjDBs3GrJJl5AgzyBeEeRZLPxldM89Wd8aly5x5wbAH1hX9RgeOEDUsCFRC+ynDPgXmrN/6ZLqce3du5A5XRERqssT4BwX3ebNXOro0UeJGjTIes7CGm8a98uJAukFWMaMse91p0/zaC5A1K6d/RUe09OJ5s5VQWLx4vz5dmQUYcefN7JGuQYMcMO0MH3Yo3JlothYun5dFWCYONHYXUVHc9EagAfsEhNzPGHfPqLHH+fiR82bWwd8d91lbGNykvl3PkUf6HFhhmOekpM5AwAgqlXLun5XYdLT+fwD8LnM6vxx/LjLrvQ++YQ326mToZsVwuft2sXHTpky2eayTprEd5Yowdk5TnroId5cnz6Zd/z8Mw/tOdKb7UIS5BnEK4I8Is5xy3HhlJamyjQDRO++a2w6zdKlRCVLZk6GrW2hc699TvTCC4W+btcu1fP76quFPDk1lZ8UEGCd09a/v9VFqQV+9BseoHff9KAa2T5u7Vp1wrV1jtyFC6oGya23OpchGBVF1KuX+hg89ZR9xR9OnlSFHXv1clMBhNRUNYkpM6r78Uf+b7FinMJqhIwMoh49eLv16mX+nTWNuynzc/Ei94aOGsW5sLr0dKKzZ41pGGW2o0MHoiefdGlxC+E+W7eqzBF3zV+xWNSAW2goz1e317FjKpU517RQPWerbVtDvzj1tPNZs3I8sGwZd2q2bk3Uvj1HgXfdxfmnt9zCEaldk5ENcOyY5+ariSLHYlHzbrOm4WVkcDoQwB3+TlQy27xZZSgdOZJ5p36t6WHVnyXIM4jXBHk5HT5MRPzdpFfyA3gulbPfVwkJKhUaIOrWzfYUGd2yZer1s2fb8IKICOv/z5zJ5RY//JAy1v5F9cpeJ4AvNoR7aBqn3QK2FfM4eZJHffVzsT297vmxWIg++EB1ujdqxMVdC3PtmmpLmzZuXi9uzRouBJMZkWoaz23UM5MduVjNafLkHJ2b6ek8J7B4caL//rN9Q+npfJxVrcoXfEb45x81BBsVZcw2hak0TRUqWLjQPfvUZykEBfESrI6aNYu3U7Jkjq+ZK1c4au3QgXNSDXD5slpnNFel4P371eJ+OW9BQVzK1N3uu4/3vXSp+/ctRB6GDuVDYtSobHfGxHARr9atHSjBzTSNqH07C43CLBozMNsF7dKlPNDg4mVV7CVBnkG8LsizWPjT7+dH9OefWXfrlcoBnnLjaKD3999qJAYgmv78Kcq46VjXrf4lDahaGI7QrxlDQiQLzN2+/lplHxYUKG3apEbN6ta1uZaOzbZsUSmgwcFcwEXTeODs9GkO/v/8k+iXX/icrS8I7ikTqxMSVOpYjRrODZytWaMuJL/7jnhoRR/y9PfnN81WN27wxEeAJ9UaUcmpWzfe3ogRzm9LeAx9TfvOnV2/r0OHVOEUZ4NKi0UVdMiVtnnokKGjeF98odLU87RrF5csXrmSh/h/+olTJv7913oUzx0VLnfsUPM9PCxVTRRd+lJZtWvnODRPnXJqzujKBTH0Gx4gAiilcw+PryIrQZ5BvC7II1LVHCpUsLpanD/f8UDv+nXr5cZq1SL649cUnstTrx7P77GTpnE8qn+POFogRp8bZkOmqDBYWpqa99WrV+6qqVeu8Jw9Peho08Z1QVV0NE9N1T+jlSqp/eZ1K1s2W0qGWSyWrD9IdDSnsOojkrYUo8npwAFVaOWFF4gDPH1ea4kS/A1pr2vXiFq04G1UqWLbUGl+9JnzcuHoc86dU8ebK9/ajAyiO+9U82aMiMFOnFBTCFw5EtmlS2bn6HRSaTb2DkMeOcLfuwbMP8qXxcJpqgBPuBTCQyQmqhTrAr+K7Bh9T9u8nS4G1iYCKD0gmC+WPWnl8zxIkGcQrwzykpN52BrgC7xsZfuyB3qvvlr451jTuENRLw6hd8DHxRHRhAnqatrefM1MFgvR00+rERh7lzvRq13LNaN5fv1V9arrgVy/fnwhlv3+wYNdnxZpsXDqaLaVESg4mAPRsDAewbv3Xg4GzagEaOXkSf4jNWuWNQR94QL3UDqSRnrxohrN7NSJKCXJwtVk9A4fZ37hqCheJFqfAPXvv/ZvY9o09aZ8/LHjbREeq2tXfnsnTXLdPmbPVnOBHczMytMHH6iU6VxVL2NjiV57LXOBLsecP58tCD6RpqrVhITY16PTt69Kn3DREg+0YIH6I0dGumYfQjjowQf54/nOO3k8mJFB9Pbb/J1X2EWhphF98gllBPCFSkRAQ0rc4llpmfmRIM8gXhnkEfGHW8/vf/55q4eyB3odOvDF94wZfA2YvfhEbCwX39Ofe+utnBZHRJyfrE+E+vFHp5qalqbmJJUoYfv1o5vWrRU2OHRIzX3OebvzTucXTbfXhQucbXTligd3yF2/rhZhz1r4h6e+6Xf37VtIBdpM2Qfbbr01c50wfWJeUJAxk1Vv3FBVI4oXJ/r9d9tfq+epATyaJ3zS4sX8Flevnm25DgOdO0dUujTvI1ehFCelpXGNE4CnoVp58kk1dOig99/nTXS/K1GlHAQEcEBljxs3eK1NgL/j9+xxuE15unlTVbewZbK1EG721Vf88WzdOo8HU1JU9sptt+VRVjqTplld4P6Ih2nBJzfzfq4HkiDPIF4b5BFxLr/edZgjB0Wv5J7zFhLCVQonTVJz7wICuBBg1oBgSoqap/Pww4Y0NSWFl1TQv7dOnCj8NT//rAJDKdLnGc6e5Zh/zhy+4MtZL0fkMGeO+tBnSy/ZsoVHIIHCl6iIjraeNnfmDHFk+ADPL7BrDl5hkpL4Qjc42L4V3M+c4cmY775rXFuEx0lNVVkfy5YZu21NU98RHTu6ZsrMnj2q79Jq+sDRoyo9YM0au7erabyWXznE0JWGHVRHiaNzFK5fV+mUoaHGleUl4upsADfYLSWHhbBPVBRPLwfyucY4f14VAWjYkHs+q1blrJns2raldP9iNAKzqXEjzatqOkiQZxCvDvKIrMvs5ZgMdfgwX4hPmcLXbfroQfZbnTo5vj80jYfN9BQwA6vjJSWp4hONGmWORuTj+nW13t6ECYY1QQj3Sk9Xa9S99JLVQ0uXquPw88/5Pk3jUbv9+7kPZ+5cFeBVqZJjhYSMDMcvIgtr865d1vctXsz5ogVxd/l3YYqJE/nzaPRSiytXqoFpV86lHTeO91OjBmezZHnlFfXlZGfws3070a04TMf9GqkJwVlpMQ6KjSW6+27eXqlSxq3nN3UqB6DZCrcJ4Wn0+l35JoZs3Gg9bwPg+SPZUmOuv/cFtQ/aTQCfX7yJBHkG8fogz2LhIekVK2x66rZtPHJQty6/LFeg9b//8cHi7++SL4HLl7moi57ml9d1oaZxOo3e2ZgkS+MJb7ZunRoyz5GrrNcp8ffnDpegoLxH4CtXzlw1JSnJ/fmp+/dzxkBgIKcB/PefWrLhhx/c2xZhukuX1LWVUZmESUn8nQRwrRJXSkzkJV4AXiovS2ysGqacPt2ubQ4dSvQpMtcdqlWL6OBBYxqbkKAqj3XpYtyxn2tSohCeRa/s3bx5AU/at49Tvv75h6cYnTljlQKgryN9990ePK0jHxLkEdHUqVOpffv2VKJECQoNDXVoG14f5Bntxg1eZfnTT122iwMH1HTC1q1zDxDoSy8EBNi35JcQHuvRR1Whg2xXxppmXdVWv1WqxCN4vXtzPYiICOJJRffey99c2YotudyOHWpyrH4rV05lEMgFY5GjT2EbMMCY7ekJKTVrumdNy/Xr1Ud58+ZsD3zzjUq1fOstm3JGo6P56UFIoYuPjHasbG5BkpO5ipqMlIsi5MYN1enpSP0hvW8S8IAibA6QII+IJk6cSDNnzqSxY8dKkKc7fz5z8SwnZGS4vNtj3z6VPlq5Ms/z0osm6V++8+a5tAlCuE9SEgdobdvmGj7PyOD1Kf/7jwtP5JspNnIkHxilSxu3cLk9du8meuYZVd86ONimDALhew4eVOdpZwetzpxRyxs4WePLLvqiy40bZ1t+y2JREwMfeqjgDZw/TzR6NH34XnpWDQi3jRbYG/Bdu8YjgUbO7RPCxfRCs+PG2fe61FS1Vu4jj7ikaS4nQV4233zzjc1BXkpKCsXGxmbdLly44DtBXmQkT0b197dvrYJLl7hAhJvHs0+dUvONct6mTHFrU4Rwvfj4HJOA7KCnUXvC5IK4OK664cp1vITH69+fP46PP+7cdvTKy0ZmI9ri+nWu1ZBr3remcefFoUPqvpMnec6evi7tzz9njWZ/FPIOATwI6BYffcQTCu2peqXnrbVs6fGLQAuh0+fp2lt8b8QIVWjw9GnXtc+VJMjLxp4gb9KkSQQg180ngjwi1T1ZsaJtR0VsrIq0TCh9npTEqTqlSqn55fZWnBbCK82fn3t1+bxs3aoWJMxz4SAh3G/fPv5I+vnxdBhHfPstbyMwMHPOqZstX672X+CIpD6KHhBA1L59VofLtfp3UAOcpIoVs40GulJSkirkVKuWbWWqN25UHURGLLUihJtkX0br0Udte032/lB7VgHyNBLkZSMjedkkJxPdfjt/wtu2LXjuTlqamtRdubKp9fDj4njwUdZlFUWC/k1Uu3b+x11CAtH48VypD+DlTLxt9rjwaXqBrHvusf+j+dVXas7MG2+4pHmF0jS18PKddxawZuWff6qV4DNvlldfo+aNUt3fPxoZSdSkiSq5m190mpHBOeC1a/Nzc6ynK4Q3CA9Xyyn88kvBz12/XhWF8vZsMJ8N8l5//fU8R9qy345a1RG3L8jLyefm5BHx+LReGKFnT57cljOHP/tSCSVLEu3caU5bhSiKLl/mUu16tQm9Rz57KlVGhrpAa9OG0z2F8CDnzqn5dMuX2/66zz9X8dLw4eZmEF64wPWQAKLZswt5cng4V0L655+sheHLlXM8C9thUVEqA6d8eU6fzl4A6a+/1DWAHgwWtGaREB7stdfUsZZfgtrRo6o/9IknvL8/1NbYxI+ICF7k2rVriImJKfA59evXR1BQUNb/Fy5ciNGjR+PmzZt27y8uLg6hoaGIjY1FSEiI3a/3WGvXAvffz6d4AIiKAipX5p8/+QRYtQr45x/A3x/47Td+rhDCfS5fBrp2BY4eBapVA+67D9i8GTh2DNDPb8uW8c8PPggEBprbXiHyMHEi8O67QEgI8PffwB13FPz8GTOAV1/ln8eOBT7+GPDzc307CzJnDjByJFC6NHDkCFCrVsHPT04GmjYFzp7l333CBLc009qNG0CvXsCOHfz/GTP4DwoAu3fzGxESAnTuzG9S69YmNFII56WlAR078se6VStg40YgNFQ9fuEC0KkTH4/t2/OlbfHiJjXWIDbHJm4JOU0mI3n52LKF6PXXuVsjO716GED05ZfmtE0Iwb3v+hwb/bZmjdmtEsJmSUlqze6yZblSbF40jejdd9XH/K23PKe33WJRU+369Cm8XfrvUaOGe5Z8yFdcHE9WqliRC7LokpPVepZC+ICICJ5VBPCxGh3N90dGEt1yC9/foAEPcvsCnx3Js8f58+dx/fp1/Pbbb/joo4+wefNmAEDDhg1RunRpm7bhsyN5BfnrL2D/fqBePeDhh81ujRBF27VrwOjRQNmywOOPc5elv7/ZrRLCZvHxQO/ewJYtQEAAMHky8NprakBa04Bx44CZM/n/po1+FeDwYeC224D0dOD774Gnn877eadPAy1aAElJwJIlwBNPuLedQhRVe/cCXboAsbFA/frAm28CH3wAnDoF1K0LbNoE1K5tdiuNYWts4tNB3uDBg/Htt9/mun/Dhg3o3LmzTdsokkGeEEIIYaCUFOD554HvvuP/N2sGvPceZxQOG6buz55V6Gn01FOA08IGDQJ69gQaN+aUUosFuPdezqq+5x5gwwbzU02FKEqOHOHZRWfPqvvq1uUUzXr1zGqV8STIM4gEeUIIIYTziHh0a/RoIDra+rGAAGDBAmDgQFOaZpPUVODFF4HFi3kekC40lKfNXrkC3LzJc/cOHPCti0ohvEVsLM/r/fprnoO3YoUqOeErJMgziAR5QgghhHFiYnjEbs4cIC6OiyD8+CPQp4/ZLbNNTAwHqytXAlu3cvCnCwwEFi4EnnrKrNYJIQDg+nWe5eCLsxskyDOIBHlCCCGE8WJjgV9/BcLC+OaNUlJ4Ht6VK0BwMHDLLb43aiCE8CwS5BlEgjwhhBBCCCGEJ7A1NvHBQUwhhBBCCCGEKLokyBNCCCGEEEIIHyJBnhBCCCGEEEL4EAnyhBBCCCGEEMKHSJAnhBBCCCGEED5EgjwhhBBCCCGE8CES5AkhhBBCCCGED5EgTwghhBBCCCF8iAR5QgghhBBCCOFDJMgTQgghhBBCCB8iQZ4QQgghhBBC+BAJ8oQQQgghhBDCh0iQJ4QQQgghhBA+RII8IYQQQgghhPAhEuQJIYQQQgghhA+RIE8IIYQQQgghfIgEeUIIIYQQQgjhQyTIE0IIIYQQQggf4rNB3tmzZzF06FDUq1cPJUqUQIMGDTBp0iSkpaWZ3TQhhBBCCCGEcJlAsxvgKseOHYOmafjyyy/RsGFDHDp0CMOGDUNiYiI+/vhjs5snhBBCCCGEEC7hR0RkdiPc5aOPPsLcuXNx+vTpfJ+TmpqK1NTUrP/HxcWhVq1aiI2NRUhIiDuaKYQQQgghhBC5xMXFITQ0tNDYxGfTNfMSGxuL8uXLF/icadOmITQ0NOtWq1YtN7VOCCGEEEIIIZxXZIK8U6dOYfbs2Xj++ecLfN748eMRGxubdbtw4YKbWiiEEEIIIYQQzvO6IO+NN96An59fgbdjx45ZvebSpUvo2bMnHnnkEQwbNqzA7QcHByMkJMTqJoQQQgghhBDewuvm5F27dg0xMTEFPqd+/foICgoCAERGRqJz58648847sXDhQvj72xfX2pr3KoQQQgghhBCuZGts4nXVNStVqoRKlSrZ9NxLly7h3nvvRevWrfHNN9/YHeAJIYQQQgghhLfxuiDPVpcuXULnzp1Rp04dfPzxx7h27VrWY1WrVjWxZUIIIYQQQgjhOj4b5K1btw6nTp3CqVOnULNmTavHvCxDVQghhBBCCCFs5rP5i4MHDwYR5XkTQgghhBBCCF/ls0GeEEIIIYQQQhRFEuQJIYQQQgghhA+RIE8IIYQQQgghfIgEeUIIIYQQQgjhQyTIE0IIIYQQQggfIkGeEEIIIYQQQvgQCfKEEEIIIYQQwodIkCeEEEIIIYQQPiTQ7AZ4On3x9Li4OJNbIoQQQgghhCjK9JhEj1HyI0FeIeLj4wEAtWrVMrklQgghhBBCCMExSmhoaL6P+1FhYWARp2kaIiMjUaZMGfj5+ZndHAAcwdeqVQsXLlxASEiI2c0RLiLvc9Eg73PRIe910SDvc9Eg73PR4WnvNREhPj4e1atXh79//jPvZCSvEP7+/qhZs6bZzchTSEiIR3zYhGvJ+1w0yPtcdMh7XTTI+1w0yPtcdHjSe13QCJ5OCq8IIYQQQgghhA+RIE8IIYQQQgghfIgEeV4oODgYkyZNQnBwsNlNES4k73PRIO9z0SHvddEg73PRIO9z0eGt77UUXhFCCCGEEEIIHyIjeUIIIYQQQgjhQyTIE0IIIYQQQggfIkGeEEIIIYQQQvgQCfKEEEIIIYQQwodIkOdl5syZg7p166J48eJo164ddu7caXaThMEmT54MPz8/q1uTJk3MbpZw0r///os+ffqgevXq8PPzw8qVK60eJyJMnDgR1apVQ4kSJdCtWzecPHnSnMYKhxX2Pg8ePDjX8d2zZ09zGiscNm3aNNxxxx0oU6YMKleujIceegjHjx+3ek5KSgpGjBiBChUqoHTp0hgwYACioqJMarFwhC3vc+fOnXMd0y+88IJJLRaOmjt3Llq2bJm14Hn79u2xdu3arMe98XiWIM+L/PDDDxg7diwmTZqEvXv3IiwsDD169MDVq1fNbpowWLNmzXD58uWs25YtW8xuknBSYmIiwsLCMGfOnDwfnz59Oj777DPMmzcPO3bsQKlSpdCjRw+kpKS4uaXCGYW9zwDQs2dPq+N76dKlbmyhMMKmTZswYsQIbN++HevWrUN6ejq6d++OxMTErOeMGTMGv//+O5YvX45NmzYhMjIS/fv3N7HVwl62vM8AMGzYMKtjevr06Sa1WDiqZs2a+OCDD7Bnzx7s3r0bXbp0Qd++fXH48GEAXno8k/Aabdu2pREjRmT932KxUPXq1WnatGkmtkoYbdKkSRQWFmZ2M4QLAaAVK1Zk/V/TNKpatSp99NFHWffdvHmTgoODaenSpSa0UBgh5/tMRDRo0CDq27evKe0RrnP16lUCQJs2bSIiPn6LFStGy5cvz3rO0aNHCQD9999/ZjVTOCnn+0xEdM8999DLL79sXqOEy5QrV46++uorrz2eZSTPS6SlpWHPnj3o1q1b1n3+/v7o1q0b/vvvPxNbJlzh5MmTqF69OurXr4+nnnoK58+fN7tJwoXOnDmDK1euWB3foaGhaNeunRzfPmjjxo2oXLkyGjdujBdffBExMTFmN0k4KTY2FgBQvnx5AMCePXuQnp5udUw3adIEtWvXlmPai+V8n3WLFy9GxYoV0bx5c4wfPx5JSUlmNE8YxGKxYNmyZUhMTET79u299ngONLsBwjbR0dGwWCyoUqWK1f1VqlTBsWPHTGqVcIV27dph4cKFaNy4MS5fvowpU6bg7rvvxqFDh1CmTBmzmydc4MqVKwCQ5/GtPyZ8Q8+ePdG/f3/Uq1cPERERePPNN9GrVy/8999/CAgIMLt5wgGapmH06NHo2LEjmjdvDoCP6aCgIJQtW9bquXJMe6+83mcAePLJJ1GnTh1Ur14dBw4cwOuvv47jx4/jl19+MbG1whEHDx5E+/btkZKSgtKlS2PFihVo2rQpwsPDvfJ4liBPCA/Tq1evrJ9btmyJdu3aoU6dOvjxxx8xdOhQE1smhHDW448/nvVzixYt0LJlSzRo0AAbN25E165dTWyZcNSIESNw6NAhmTvt4/J7n5977rmsn1u0aIFq1aqha9euiIiIQIMGDdzdTOGExo0bIzw8HLGxsfjpp58waNAgbNq0yexmOUzSNb1ExYoVERAQkKuST1RUFKpWrWpSq4Q7lC1bFo0aNcKpU6fMbopwEf0YluO76Klfvz4qVqwox7eXGjlyJFatWoUNGzagZs2aWfdXrVoVaWlpuHnzptXz5Zj2Tvm9z3lp164dAMgx7YWCgoLQsGFDtG7dGtOmTUNYWBhmzZrltcezBHleIigoCK1bt8b69euz7tM0DevXr0f79u1NbJlwtYSEBERERKBatWpmN0W4SL169VC1alWr4zsuLg47duyQ49vHXbx4ETExMXJ8exkiwsiRI7FixQr8888/qFevntXjrVu3RrFixayO6ePHj+P8+fNyTHuRwt7nvISHhwOAHNM+QNM0pKameu3xLOmaXmTs2LEYNGgQ2rRpg7Zt2+LTTz9FYmIinn32WbObJgz06quvok+fPqhTpw4iIyMxadIkBAQE4IknnjC7acIJCQkJVj27Z86cQXh4OMqXL4/atWtj9OjRmDp1Km655RbUq1cPb7/9NqpXr46HHnrIvEYLuxX0PpcvXx5TpkzBgAEDULVqVUREROC1115Dw4YN0aNHDxNbLew1YsQILFmyBL/++ivKlCmTNS8nNDQUJUqUQGhoKIYOHYqxY8eifPnyCAkJwahRo9C+fXvceeedJrde2Kqw9zkiIgJLlixB7969UaFCBRw4cABjxoxBp06d0LJlS5NbL+wxfvx49OrVC7Vr10Z8fDyWLFmCjRs34s8///Te49ns8p7CPrNnz6batWtTUFAQtW3blrZv3252k4TBHnvsMapWrRoFBQVRjRo16LHHHqNTp06Z3SzhpA0bNhCAXLdBgwYRES+j8Pbbb1OVKlUoODiYunbtSsePHze30cJuBb3PSUlJ1L17d6pUqRIVK1aM6tSpQ8OGDaMrV66Y3Wxhp7zeYwD0zTffZD0nOTmZhg8fTuXKlaOSVy5iIAAAAllJREFUJUtSv3796PLly+Y1WtitsPf5/Pnz1KlTJypfvjwFBwdTw4YNady4cRQbG2tuw4XdhgwZQnXq1KGgoCCqVKkSde3alf7666+sx73xePYjInJnUCmEEEIIIYQQwnVkTp4QQgghhBBC+BAJ8oQQQgghhBDCh0iQJ4QQQgghhBA+RII8IYQQQgghhPAhEuQJIYQQQgghhA+RIE8IIYQQQgghfIgEeUIIIYQQQgjhQyTIE0IIIYQQQggfIkGeEEIIIYQQQvgQCfKEEEIINxgzZgz69+9vdjOEEEIUARLkCSGEEG6wc+dOtGnTxuxmCCGEKAL8iIjMboQQQgjhq9LS0lCqVClkZGRk3deuXTts377dxFYJIYTwZYFmN0AIIYTwZYGBgdi6dSvatWuH8PBwVKlSBcWLFze7WUIIIXyYBHlCCCGEC/n7+yMyMhIVKlRAWFiY2c0RQghRBMicPCGEEMLF9u3bJwGeEEIIt5EgTwghhHCx8PBwCfKEEEK4jQR5QgghhIsdPHgQrVq1MrsZQgghiggJ8oQQQggX0zQNx48fR2RkJGJjY81ujhBCCB8nQZ4QQgjhYlOnTsXChQtRo0YNTJ061ezmCCGE8HGyTp4QQgghhBBC+BAZyRNCCCGEEEIIHyJBnhBCCCGEEEL4EAnyhBBCCCGEEMKHSJAnhBBCCCGEED5EgjwhhBBCCCGE8CES5AkhhBBCCCGED5EgTwghhBBCCCF8iAR5QgghhBBCCOFDJMgTQgghhBBCCB8iQZ4QQgghhBBC+BAJ8oQQQgghhBDCh/w/D5sf187piYYAAAAASUVORK5CYII=",
      "text/plain": [
       "<Figure size 900x600 with 3 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "fig, axs = plt.subplots(3, 1, sharex=True, tight_layout=True, figsize=(9, 6))\n",
    "axs[0].plot(t, u, '-k')\n",
    "axs[0].set(ylabel=r'$u$')\n",
    "axs[1].plot(t, Xtrue[0, :], '-', color='b', label='True')\n",
    "axs[1].plot(t, Xkoop[:, 0], '--r', label='EDMDc')\n",
    "axs[1].set(ylabel=r'$x_1$')\n",
    "axs[2].plot(t, Xtrue[1, :], '-', color='b', label='True')\n",
    "axs[2].plot(t, Xkoop[:, 1], '--r', label='EDMDc')\n",
    "axs[2].set(\n",
    "        ylabel=r'$x_2$',\n",
    "        xlabel=r'$t$')\n",
    "axs[1].legend(loc='best')\n",
    "axs[1].set_ylim([-2.5,2.5])\n",
    "axs[2].set_ylim([-2.5,2.5])"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Conclusion: 1) the Koopman model is only short time accurate, which makes sense. 2) the Koopman model exhibits simple periodic predictions in the long run"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 10,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "(6, 6)"
      ]
     },
     "execution_count": 10,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "model.A.shape"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 11,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "(6, 1)"
      ]
     },
     "execution_count": 11,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "model.B.shape"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 12,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "(2, 6)"
      ]
     },
     "execution_count": 12,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "model.C.shape"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 13,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "(2, 6)"
      ]
     },
     "execution_count": 13,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "model.W.shape"
   ]
  }
 ],
 "metadata": {
  "kernelspec": {
   "display_name": "Python 3 (ipykernel)",
   "language": "python",
   "name": "python3"
  },
  "language_info": {
   "codemirror_mode": {
    "name": "ipython",
    "version": 3
   },
   "file_extension": ".py",
   "mimetype": "text/x-python",
   "name": "python",
   "nbconvert_exporter": "python",
   "pygments_lexer": "ipython3",
   "version": "3.10.11"
  }
 },
 "nbformat": 4,
 "nbformat_minor": 4
}
